From 23a14cec3dc867703f735842708c6e050af1a49e Mon Sep 17 00:00:00 2001 From: zzh <943967662@qq.com> Date: Wed, 28 Oct 2026 12:20:30 +0800 Subject: [PATCH 1/6] skills: extract backend-agnostic video diffusion optimization skeleton Add methods/video-diffusion-optimization as the backend-agnostic measure-change-verify skeleton for video diffusion optimization, and refactor hardware/ascend/ascend-video-diffusion-optimization to specialize it with Ascend operator, layout and profiler references (TransData, FRACTAL_NZ, CANN) plus its first-hand field notes. Move the stdlib-only evaluate_target.py and campaign.template.json into the common skeleton. Register the new skill (65 -> 66) and refresh discovery-index-dependent counts in tests, installed checks and docs. Signed-off-by: zzh <943967662@qq.com> Co-authored-by: Cursor Signed-off-by: zzh <943967662@qq.com> Co-authored-by: Cursor --- docs/knowledge-base.md | 10 +- src/inferrsi/data/skill_library/README.md | 6 +- .../SKILL.md | 174 ++--------------- .../metadata.json | 8 +- .../video-diffusion-optimization/SKILL.md | 179 ++++++++++++++++++ .../assets/campaign.template.json | 0 .../metadata.json | 36 ++++ .../scripts/evaluate_target.py | 0 .../data/skill_library/skill-index.json | 4 + tests/check_installed.py | 6 +- tests/test_ascend_video_diffusion_skill.py | 43 +++-- tests/test_knowledge_contract.py | 2 +- tests/test_skill_index.py | 10 +- tests/test_skill_library.py | 2 +- 14 files changed, 286 insertions(+), 194 deletions(-) create mode 100644 src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md rename src/inferrsi/data/skill_library/{hardware/ascend/ascend-video-diffusion-optimization => methods/video-diffusion-optimization}/assets/campaign.template.json (100%) create mode 100644 src/inferrsi/data/skill_library/methods/video-diffusion-optimization/metadata.json rename src/inferrsi/data/skill_library/{hardware/ascend/ascend-video-diffusion-optimization => methods/video-diffusion-optimization}/scripts/evaluate_target.py (100%) diff --git a/docs/knowledge-base.md b/docs/knowledge-base.md index 4dca49c0b..0b9c456e2 100644 --- a/docs/knowledge-base.md +++ b/docs/knowledge-base.md @@ -14,7 +14,7 @@ separate work, not an implemented capability of this knowledge base. ```text src/inferrsi/data/skill_library/ README.md Library navigation - skill-index.json Stable IDs → categorized paths/backend (64 skills) + skill-index.json Stable IDs → categorized paths/backend (66 skills) hardware/{ascend,cuda,host}// Hardware/platform-specific complete skills frameworks/// Framework-owned complete skills repositories// Engine entry, sub-skills and focused complete skills @@ -166,23 +166,23 @@ standalone export: retain the declared dependencies or the complete library. All 48 former root skills now have one canonical home under [`src/inferrsi/data/skill_library/`](../src/inferrsi/data/skill_library/README.md). -Complete procedures, sidecars, references and cases are packaged, with 13 Ascend, +Complete procedures, sidecars, references and cases are packaged, with 14 Ascend, 3 CUDA and 5 host skills under `hardware/`; the rest are grouped as frameworks, repositories, methods or workflows. The 21 engine and research-router skills use the same ownership layout under `repositories//` and `workflows/inference-engine-research/`, including their sub-skills and references. -The library contains 94 `SKILL.md` files, all in English. +The library contains 96 `SKILL.md` files, all in English. The collection overview, import notes and source manifest belong to the research workflow's references; Strata design-space analysis belongs to Strata. The library root contains only navigation and the registry. The [generated catalog](../src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md) -projects the 64 registered skills into the contribution catalog. Its records +projects the 66 registered skills into the contribution catalog. Its records use `inferrsi..skills.` IDs, with `ascend` and `cuda` for scopes that depend on those backends and `common` for the remaining skills. Each `skill_documents.original` points to the full packaged procedure. The `skills` CLI retains the original hyphenated skill IDs and defaults to this -64-ID registry; engine procedures remain available through library navigation +66-ID registry; engine procedures remain available through library navigation and catalog document pointers. The registered [h3.c runtime audit](../src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/SKILL.md) diff --git a/src/inferrsi/data/skill_library/README.md b/src/inferrsi/data/skill_library/README.md index a11c7c1a6..a036e75d5 100644 --- a/src/inferrsi/data/skill_library/README.md +++ b/src/inferrsi/data/skill_library/README.md @@ -1,6 +1,6 @@ # InferRSI skill library -The English-only library contains **95 skill documents**: 65 registered roots, +The English-only library contains **96 skill documents**: 66 registered roots, 21 separately indexed engine/router documents and 9 AREX graph sub-skills. Complete procedures, metadata, references, cases and source notices ship with the package. @@ -20,7 +20,7 @@ existing resource directory. ## Read registered skills -[`skill-index.json`](skill-index.json) maps 65 stable skill IDs to their canonical +[`skill-index.json`](skill-index.json) maps 66 stable skill IDs to their canonical paths and backend scopes. Install the optional `skills` extra for these commands: ```bash @@ -125,7 +125,7 @@ guidance; it establishes no cross-pin implementation compatibility. Five repository entry skills, 15 focused sub-skills and one research router provide source-grounded procedures. These 21 documents are available through -the links and catalog records below, separately from the 65-ID registry. +the links and catalog records below, separately from the 66-ID registry. The registered ComfyUI and stable-diffusion.cpp audits are listed alongside these imports and use generated abstracts rather than runtime repository packs. diff --git a/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md b/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md index 3bac06567..66eab0871 100644 --- a/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md +++ b/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md @@ -1,11 +1,13 @@ --- name: ascend-video-diffusion-optimization -description: Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs. +description: 'Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.' --- # Ascend Video Diffusion Optimization -Status: candidate workflow guidance. The procedure is first-hand and has not been independently validated beyond the [field notes](references/field-notes-video-diffusion.md). Keep model identifiers, campaign revisions, and numeric gates out of this file; they belong to an acceptance issue and its frozen evidence. +Status: candidate workflow guidance, Ascend-specific. The procedure is first-hand and has not been independently validated beyond the [field notes](references/field-notes-video-diffusion.md). Keep model identifiers, campaign revisions, and numeric gates out of this file; they belong to an acceptance issue and its frozen evidence. + +This skill is the Ascend specialization of the backend-agnostic [video diffusion optimization skeleton](../../../methods/video-diffusion-optimization/SKILL.md). Follow that skeleton for the goal contract, baseline discipline, optimization loop, candidate-selection strategy, correctness protection, final acceptance, and final report. This file adds the Ascend-specific operator, layout, and profiler references; it does not repeat the full procedure. Own the performance objective through implementation and final verification. Do not stop after profiling, proposing changes, or showing a faster microbenchmark. Continue the measure-change-verify loop until the target is met, the authorized budget is exhausted, or an external blocker prevents execution. @@ -13,167 +15,15 @@ Read the field notes only for prior failures and starting hypotheses. Treat ever Verify every stage against the packaged [benchmark design](../../../methods/inference-benchmark-design/SKILL.md) and [evidence discipline](../../../workflows/rsi-evidence/SKILL.md). A microbenchmark or operator parity check is not end-to-end evidence. -## 1. Freeze The Goal Contract - -Write the contract before editing code: - -- Primary metric and direction, such as a latency, RTF, throughput, or peak-HBM bar. -- Exact timing boundary and RTF denominator. -- Required workload set: representative short input, production-shaped input, longest supported input, and held-out cases. -- Quality gates, such as tensor tolerance, image or video metrics, recognition success, prompt adherence, or human review. -- Resource gates: no OOM, maximum HBM, device count, and prohibited offload. -- Approximation policy: exact, numerically tolerant, perceptually gated, or task-quality gated. -- Warmup count, measured repetitions, aggregation rule, and maximum acceptable variance. -- Optimization budget: allowed code changes, lossy methods, experiment count, and wall time. - -Numeric gates come from the governing acceptance issue. Do not invent them in this skill, in workflow defaults, or in reusable recipes. - -If the user supplied a target, preserve it exactly. If no numeric target exists, establish one before claiming success. A vague request to "make it faster" permits exploration, not a `PASS`. - -Freeze model and checkpoint revision, architecture mode, hardware SKU, device mapping, runtime and custom-op revisions, input, prompt, size, frames, FPS, steps, guidance, seed, dtype, scheduler, and output validator. - -Align actual initial noise or latent across frameworks. Equal seed values are insufficient when RNG advancement differs. - -## 2. Build A Reproducible Baseline - -Start from a clean process. Exclude warmup from steady-state measurements and report cold start separately. - -Measure synchronized wall time and peak HBM for: - -1. Input decode and preprocessing. -2. Each condition encoder and vision path. -3. Source-video VAE encode when present. -4. DiT denoising, with attention, MoE or MLP, normalization, and residual attribution when needed. -5. VAE decode. -6. Postprocessing, layout conversion, device-to-host transfer, and encoding. - -Collect at least three measured repetitions; use five or more for final acceptance. Preserve raw samples and report median plus range or IQR. On a shared machine, interleave baseline and candidate in the same allocation window. - -Do not optimize while the baseline is unstable. Investigate device health, neighbor load, thermal or frequency state, compilation, cache state, and synchronization until variance is within the contract. - -Compute an Amdahl ceiling from non-overlapping stage wall-time fractions. Use it to rank work and to expose when the requested target requires multiple stages or an algorithmic change. - -## 3. Run The Optimization Loop - -Maintain an experiment ledger. For every round record: - -- Hypothesis and profiler evidence. -- Expected end-to-end gain and resource cost. -- Exact code or configuration delta. -- Quality and correctness result. -- Raw performance samples, aggregate, peak HBM, and variance. -- Verdict: keep, revert, or inconclusive. - -Execute this loop: - -1. Profile the current accepted state. -2. Select the largest removable exposed cost, not the largest summed kernel duration. -3. Make one bounded change, keeping one declared plane per step. -4. Run the fastest correctness gate that can reject it. -5. Run a short A/B probe with identical workload and synchronization. -6. Revert regressions and failed quality gates. -7. Keep a win only when it exceeds measurement noise and does not violate any gate. -8. Re-profile the accepted state because the bottleneck may move. -9. Evaluate the goal contract with `scripts/evaluate_target.py`. -10. Continue until final acceptance passes or the budget is exhausted. - -Do not leave rejected experimental code enabled. Preserve only logs, evidence, and accepted production changes. - -## 4. Choose Candidates From Evidence - -### Condition And Scheduling - -- Verify visual pixel, frame, and token budgets before changing kernels. -- Keep frequently reused condition encoders resident only when transfer or reload cost dominates and HBM headroom permits. -- Quantize large language-MLP weights selectively; keep attention, embeddings, normalization, routers, and vision paths in higher precision until separately validated. -- Treat condition/VAE overlap as a conditional candidate, never a default optimization. Draw the request-level dependency DAG before creating streams. Record each stage's inputs, outputs, mutable state, consumers, and earliest legal start. -- Permit overlap only when condition encoding does not consume VAE latents or metadata, VAE does not consume condition outputs, neither stage mutates shared buffers or module state, and both outputs are needed only at a later join. -- Prove runtime safety separately from logical independence. Verify every operator supports the selected streams, establish producer-consumer events, record tensor lifetimes on side streams, and join both streams before their first common consumer. -- Check resource compatibility before enabling overlap. Concurrent work must not cause OOM, allocator pressure, workspace collision, or enough compute and bandwidth contention to erase the wall-time gain. -- If only subgraphs are independent, overlap only those subgraphs. Keep the dependent prefix or suffix serial. If any dependency or lifetime is uncertain, preserve serial execution. -- Accept overlap only when the profiler timeline shows real concurrency and synchronized end-to-end A/B measurements improve beyond noise while quality and HBM gates pass. The maximum theoretical saving is bounded by the shorter exposed stage; configured streams alone are not evidence. -- Localize cold start around vision embeddings, patch merging, compilation, weight loading, and format conversion. - -### DiT, MoE, And Quantization - -- Prefer large linear projections and expert weights as initial quantization candidates. -- Instantiate final quantized modules directly to avoid simultaneous full-precision and quantized copies. -- Release loader references before format conversion and before loading the next component. -- Materialize contiguous weights before packed or `FRACTAL_NZ` conversion when source strides can differ from physical order. -- Measure intermediate cast and copy cost. Treat changed intermediate precision as approximate unless equivalence is proven. -- Validate attention and MoE independently before combining optimizations. - -### Attention - -- Establish a dense fused baseline first. -- Use sparse attention only when token geometry and sequence length amortize setup cost. -- Derive dense-prefix and sparse-grid regions from actual token packing. -- Require eligibility checks and a dense fallback. -- Tune activation step, skipped layers, and sparsity separately. -- Re-profile after a kernel win; VAE, MoE, casts, or synchronization may become dominant. - -### VAE And Long Video - -- Use no-tiling decode only when the measured shape has safe HBM headroom. -- Enable temporal or spatial chunking dynamically for larger shapes. -- Replace repeated growing `torch.cat` operations with list accumulation and one final concatenation. -- Attribute `TransData` and layout copies before designing fusion or format-preserving wrappers. -- Distinguish capacity failure, model temporal-quality failure, and algorithmic cost growth. -- Derive chunk length and overlap experimentally. For text or sharp structures, compare midpoint hard cuts against blending. -- Do not move VAE to CPU when RTF and numerical consistency are hard gates unless explicitly authorized. - -## 5. Protect Correctness - -When output diverges: - -1. Verify checkpoint structure and architecture mode. -2. Align media preprocessing, frame sampling, resize, normalization, text cleanup, tokenization, masks, and padding. -3. Inject identical initial latents and compare one denoising step. -4. Compare scheduler coefficients, patch order, and unpatchify order. -5. Find the first divergent block, then inspect normalization, attention, routing, experts, residual, and projection. -6. For MoE, verify indices, routing weights, activation semantics, packed weight order, transpose rules, and accelerator layout. -7. Remove dumps, golden injection, and debug-only paths after verification. - -Do not use output hash equality as the only quality proof. Do not label sparse attention, lower precision, or changed accumulation order as lossless without evidence. - -## 6. Final Acceptance - -After the target first appears met, restart from the final code and configuration. Do not validate a stale process or a best-seen intermediate state. - -Run the full acceptance set: - -- At least five interleaved baseline/candidate groups in the same measurement window. -- Representative short, production-shaped, longest supported, and held-out inputs. -- Cold-start and steady-state measurements when loading or compilation changed. -- Primary performance metric, stage breakdown, peak HBM, and raw samples. -- Every automatic quality gate plus required visual or task review. -- No OOM, corruption, fallback, hidden CPU offload, skipped work, or invalid output. - -A local pre-check is available: - -```bash -cp {skill_path}/assets/campaign.template.json campaign.json -# Replace every placeholder with measured samples and the issue-scoped gates. -python3 {skill_path}/scripts/evaluate_target.py campaign.json -``` - -The script checks target attainment, minimum improvement, variance, quality gates, and resource gates. It is an aid, not the verdict. The authoritative verdict comes from the acceptance issue's frozen gates and its `evidence//` tree, and it stays `INCONCLUSIVE` while any required level or artifact is missing. - -Return `PASS` only when the final restarted artifact satisfies the frozen gates, with pinned baseline and candidate revisions and complete evidence. A microbenchmark win, one fast run, a profiler estimate, or an earlier best result is insufficient. - -Return `FAIL` when complete enough evidence shows a gate was not met. Report the measured gap, accepted gains, rejected rounds, binding bottleneck, remaining ceiling, and the next change required. +## Ascend-Specific Layout And Profiler References -Return `INCONCLUSIVE` when a freeze is missing, runs are partial, the environment does not qualify, or required levels were not executed. Report the exact missing prerequisite and preserve the completed evidence. +Where the common skeleton says "operator names, memory layouts, and profiler references are backend-specific", apply these Ascend facts: -## 7. Final Report +- `FRACTAL_NZ` is the Ascend packed weight layout. Materialize contiguous weights before converting to `FRACTAL_NZ` when source strides can differ from physical order; a physical-layout mismatch corrupts output. +- `TransData` performs layout conversion between formats. Attribute `TransData` and layout-copy cost before designing fusion or format-preserving wrappers. +- Profiling and stream instrumentation follow `CANN` conventions. Establish producer-consumer events, record tensor lifetimes on side streams, and join streams before their first common consumer. +- Sparse-attention and quantization candidate selection remain backend-agnostic decisions; only the kernel names, packed-layout materialization, and profiler attributions are Ascend-specific. -Report: +For the candidate-selection guidance (condition/scheduling, DiT/MoE/quantization, attention, VAE/long-video), follow the common skeleton and read the [field notes](references/field-notes-video-diffusion.md) for the Ascend-specific failures to avoid. -- Final verdict: `PASS`, `FAIL`, or `INCONCLUSIVE`. -- Frozen goal and quality contract, with its acceptance issue. -- Baseline and final raw samples, aggregates, variance, RTF, and peak HBM. -- End-to-end improvement and whether it exceeds noise. -- Quality and longest-input results. -- Accepted and reverted changes. -- Final artifact revision and exact runtime configuration. -- Remaining gap and ceiling when the target is not met. +The common skeleton's `scripts/evaluate_target.py` and `assets/campaign.template.json` are shared and backend-agnostic; use them as documented there. diff --git a/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json b/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json index 5bb62f030..36a513071 100644 --- a/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json +++ b/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json @@ -23,10 +23,11 @@ }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "limitations": [ + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", @@ -35,5 +36,10 @@ "provenance_readsets": [ "references/field-notes-video-diffusion.md" ], + "references": [ + "../../../methods/video-diffusion-optimization/SKILL.md", + "../../../methods/video-diffusion-optimization/scripts/evaluate_target.py", + "../../../methods/video-diffusion-optimization/assets/campaign.template.json" + ], "consumption_mode": "packaged" } diff --git a/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md b/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md new file mode 100644 index 000000000..edc36a2e4 --- /dev/null +++ b/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md @@ -0,0 +1,179 @@ +--- +name: video-diffusion-optimization +description: 'Run and verify goal-driven video diffusion optimization, backend-agnostic. Use when the user asks for latency, RTF, throughput, or memory targets across VLM, DiT, MoE, attention, or VAE, on any accelerator. Not for text-only LLMs.' +--- + +# Video Diffusion Optimization + +Status: candidate workflow guidance, backend-agnostic. The procedure is first-hand and has not been independently validated. Keep model identifiers, campaign revisions, and numeric gates out of this file; they belong to an acceptance issue and its frozen evidence. + +Own the performance objective through implementation and final verification. Do not stop after profiling, proposing changes, or showing a faster microbenchmark. Continue the measure-change-verify loop until the target is met, the authorized budget is exhausted, or an external blocker prevents execution. + +This skeleton is backend-agnostic. Operator names, memory layouts, and profiler references are backend-specific. The `ascend-video-diffusion-optimization` skill under `hardware/ascend/` specializes this skeleton with Ascend annotations (`TransData`, `FRACTAL_NZ`, `CANN`) and first-hand field notes; re-derive those per backend before following the candidate-selection sections below. + +Verify every stage against the packaged [benchmark design](../inference-benchmark-design/SKILL.md) and [evidence discipline](../../workflows/rsi-evidence/SKILL.md). A microbenchmark or operator parity check is not end-to-end evidence. + +## 1. Freeze The Goal Contract + +Write the contract before editing code: + +- Primary metric and direction, such as a latency, RTF, throughput, or peak-memory bar. +- Exact timing boundary and RTF denominator. +- Required workload set: representative short input, production-shaped input, longest supported input, and held-out cases. +- Quality gates, such as tensor tolerance, image or video metrics, recognition success, prompt adherence, or human review. +- Resource gates: no OOM, maximum memory, device count, and prohibited offload. +- Approximation policy: exact, numerically tolerant, perceptually gated, or task-quality gated. +- Warmup count, measured repetitions, aggregation rule, and maximum acceptable variance. +- Optimization budget: allowed code changes, lossy methods, experiment count, and wall time. + +Numeric gates come from the governing acceptance issue. Do not invent them in this skill, in workflow defaults, or in reusable recipes. + +If the user supplied a target, preserve it exactly. If no numeric target exists, establish one before claiming success. A vague request to "make it faster" permits exploration, not a `PASS`. + +Freeze model and checkpoint revision, architecture mode, hardware SKU, device mapping, runtime and custom-op revisions, input, prompt, size, frames, FPS, steps, guidance, seed, dtype, scheduler, and output validator. + +Align actual initial noise or latent across frameworks. Equal seed values are insufficient when RNG advancement differs. + +## 2. Build A Reproducible Baseline + +Start from a clean process. Exclude warmup from steady-state measurements and report cold start separately. + +Measure synchronized wall time and peak memory for: + +1. Input decode and preprocessing. +2. Each condition encoder and vision path. +3. Source-video VAE encode when present. +4. DiT denoising, with attention, MoE or MLP, normalization, and residual attribution when needed. +5. VAE decode. +6. Postprocessing, layout conversion, device-to-host transfer, and encoding. + +Collect at least three measured repetitions; use five or more for final acceptance. Preserve raw samples and report median plus range or IQR. On a shared machine, interleave baseline and candidate in the same allocation window. + +Do not optimize while the baseline is unstable. Investigate device health, neighbor load, thermal or frequency state, compilation, cache state, and synchronization until variance is within the contract. + +Compute an Amdahl ceiling from non-overlapping stage wall-time fractions. Use it to rank work and to expose when the requested target requires multiple stages or an algorithmic change. + +## 3. Run The Optimization Loop + +Maintain an experiment ledger. For every round record: + +- Hypothesis and profiler evidence. +- Expected end-to-end gain and resource cost. +- Exact code or configuration delta. +- Quality and correctness result. +- Raw performance samples, aggregate, peak memory, and variance. +- Verdict: keep, revert, or inconclusive. + +Execute this loop: + +1. Profile the current accepted state. +2. Select the largest removable exposed cost, not the largest summed kernel duration. +3. Make one bounded change, keeping one declared plane per step. +4. Run the fastest correctness gate that can reject it. +5. Run a short A/B probe with identical workload and synchronization. +6. Revert regressions and failed quality gates. +7. Keep a win only when it exceeds measurement noise and does not violate any gate. +8. Re-profile the accepted state because the bottleneck may move. +9. Evaluate the goal contract with `scripts/evaluate_target.py`. +10. Continue until final acceptance passes or the budget is exhausted. + +Do not leave rejected experimental code enabled. Preserve only logs, evidence, and accepted production changes. + +## 4. Choose Candidates From Evidence + +### Condition And Scheduling + +- Verify visual pixel, frame, and token budgets before changing kernels. +- Keep frequently reused condition encoders resident only when transfer or reload cost dominates and memory headroom permits. +- Quantize large language-MLP weights selectively; keep attention, embeddings, normalization, routers, and vision paths in higher precision until separately validated. +- Treat condition/VAE overlap as a conditional candidate, never a default optimization. Draw the request-level dependency DAG before creating streams. Record each stage's inputs, outputs, mutable state, consumers, and earliest legal start. +- Permit overlap only when condition encoding does not consume VAE latents or metadata, VAE does not consume condition outputs, neither stage mutates shared buffers or module state, and both outputs are needed only at a later join. +- Prove runtime safety separately from logical independence. Verify every operator supports the selected streams, establish producer-consumer events, record tensor lifetimes on side streams, and join both streams before their first common consumer. +- Check resource compatibility before enabling overlap. Concurrent work must not cause OOM, allocator pressure, workspace collision, or enough compute and bandwidth contention to erase the wall-time gain. +- If only subgraphs are independent, overlap only those subgraphs. Keep the dependent prefix or suffix serial. If any dependency or lifetime is uncertain, preserve serial execution. +- Accept overlap only when the profiler timeline shows real concurrency and synchronized end-to-end A/B measurements improve beyond noise while quality and memory gates pass. The maximum theoretical saving is bounded by the shorter exposed stage; configured streams alone are not evidence. +- Localize cold start around vision embeddings, patch merging, compilation, weight loading, and format conversion. + +### DiT, MoE, And Quantization + +- Prefer large linear projections and expert weights as initial quantization candidates. +- Instantiate final quantized modules directly to avoid simultaneous full-precision and quantized copies. +- Release loader references before format conversion and before loading the next component. +- Materialize contiguous weights before any backend-specific packed-layout conversion when source strides can differ from physical order. +- Measure intermediate cast and copy cost. Treat changed intermediate precision as approximate unless equivalence is proven. +- Validate attention and MoE independently before combining optimizations. + +### Attention + +- Establish a dense fused baseline first. +- Use sparse attention only when token geometry and sequence length amortize setup cost. +- Derive dense-prefix and sparse-grid regions from actual token packing. +- Require eligibility checks and a dense fallback. +- Tune activation step, skipped layers, and sparsity separately. +- Re-profile after a kernel win; VAE, MoE, casts, or synchronization may become dominant. + +### VAE And Long Video + +- Use no-tiling decode only when the measured shape has safe memory headroom. +- Enable temporal or spatial chunking dynamically for larger shapes. +- Replace repeated growing concatenation operations with list accumulation and one final concatenation. +- Attribute layout-conversion and copy costs before designing fusion or format-preserving wrappers. +- Distinguish capacity failure, model temporal-quality failure, and algorithmic cost growth. +- Derive chunk length and overlap experimentally. For text or sharp structures, compare midpoint hard cuts against blending. +- Do not move VAE to host when RTF and numerical consistency are hard gates unless explicitly authorized. + +## 5. Protect Correctness + +When output diverges: + +1. Verify checkpoint structure and architecture mode. +2. Align media preprocessing, frame sampling, resize, normalization, text cleanup, tokenization, masks, and padding. +3. Inject identical initial latents and compare one denoising step. +4. Compare scheduler coefficients, patch order, and unpatchify order. +5. Find the first divergent block, then inspect normalization, attention, routing, experts, residual, and projection. +6. For MoE, verify indices, routing weights, activation semantics, packed weight order, transpose rules, and accelerator layout. +7. Remove dumps, golden injection, and debug-only paths after verification. + +Do not use output hash equality as the only quality proof. Do not label sparse attention, lower precision, or changed accumulation order as lossless without evidence. + +## 6. Final Acceptance + +After the target first appears met, restart from the final code and configuration. Do not validate a stale process or a best-seen intermediate state. + +Run the full acceptance set: + +- At least five interleaved baseline/candidate groups in the same measurement window. +- Representative short, production-shaped, longest supported, and held-out inputs. +- Cold-start and steady-state measurements when loading or compilation changed. +- Primary performance metric, stage breakdown, peak memory, and raw samples. +- Every automatic quality gate plus required visual or task review. +- No OOM, corruption, fallback, hidden host offload, skipped work, or invalid output. + +A local pre-check is available: + +```bash +cp {skill_path}/assets/campaign.template.json campaign.json +# Replace every placeholder with measured samples and the issue-scoped gates. +python3 {skill_path}/scripts/evaluate_target.py campaign.json +``` + +The script checks target attainment, minimum improvement, variance, quality gates, and resource gates. It is an aid, not the verdict. The authoritative verdict comes from the acceptance issue's frozen gates and its `evidence//` tree, and it stays `INCONCLUSIVE` while any required level or artifact is missing. + +Return `PASS` only when the final restarted artifact satisfies the frozen gates, with pinned baseline and candidate revisions and complete evidence. A microbenchmark win, one fast run, a profiler estimate, or an earlier best result is insufficient. + +Return `FAIL` when complete enough evidence shows a gate was not met. Report the measured gap, accepted gains, rejected rounds, binding bottleneck, remaining ceiling, and the next change required. + +Return `INCONCLUSIVE` when a freeze is missing, runs are partial, the environment does not qualify, or required levels were not executed. Report the exact missing prerequisite and preserve the completed evidence. + +## 7. Final Report + +Report: + +- Final verdict: `PASS`, `FAIL`, or `INCONCLUSIVE`. +- Frozen goal and quality contract, with its acceptance issue. +- Baseline and final raw samples, aggregates, variance, RTF, and peak memory. +- End-to-end improvement and whether it exceeds noise. +- Quality and longest-input results. +- Accepted and reverted changes. +- Final artifact revision and exact runtime configuration. +- Remaining gap and ceiling when the target is not met. diff --git a/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json b/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/assets/campaign.template.json similarity index 100% rename from src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json rename to src/inferrsi/data/skill_library/methods/video-diffusion-optimization/assets/campaign.template.json diff --git a/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/metadata.json b/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/metadata.json new file mode 100644 index 000000000..a3fa54151 --- /dev/null +++ b/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/metadata.json @@ -0,0 +1,36 @@ +{ + "schema_version": 1, + "profile": "local-skill-v1", + "kind": "skill", + "status": "candidate", + "origin": ["first-party"], + "tags": [ + "video-diffusion", + "dit", + "moe", + "attention", + "vae", + "performance", + "profiling", + "serving", + "optimization" + ], + "empirical_validation": "not_run", + "verification": { + "locally_verified": false, + "evidence_level": "guidance", + "note": "Procedure is first-hand workflow guidance. The linked field notes are not reproducible as published. No acceptance campaign under this repository's evidence contract backs this skill, and no public performance claim is made." + }, + "applicability": { + "scope": "Backend-agnostic video diffusion inference and serving optimization", + "hardware": "Any accelerator (Ascend NPU, CUDA GPU, and others); operator names, memory layouts, and profiler references are re-derived per backend", + "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" + }, + "limitations": [ + "Backend-agnostic skeleton only. The first-hand field notes are Ascend-specific and live in the ascend-video-diffusion-optimization skill; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) must be re-derived per backend.", + "Candidate workflow guidance; not independently validated.", + "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped." + ], + "provenance_readsets": [], + "consumption_mode": "packaged" +} diff --git a/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py b/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/scripts/evaluate_target.py similarity index 100% rename from src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py rename to src/inferrsi/data/skill_library/methods/video-diffusion-optimization/scripts/evaluate_target.py diff --git a/src/inferrsi/data/skill_library/skill-index.json b/src/inferrsi/data/skill_library/skill-index.json index 30626eb60..716cc1f2c 100644 --- a/src/inferrsi/data/skill_library/skill-index.json +++ b/src/inferrsi/data/skill_library/skill-index.json @@ -169,6 +169,10 @@ "path": "methods/training-resource-budget", "backend": "common" }, + "video-diffusion-optimization": { + "path": "methods/video-diffusion-optimization", + "backend": "common" + }, "weight-loading-optimization": { "path": "methods/weight-loading-optimization", "backend": "common" diff --git a/tests/check_installed.py b/tests/check_installed.py index de8e0ef85..05f00fc29 100644 --- a/tests/check_installed.py +++ b/tests/check_installed.py @@ -17,7 +17,7 @@ "This check requires an installed package" ) records = knowledge_records() -assert len(records) == 113, "Knowledge is missing from the installation" +assert len(records) == 114, "Knowledge is missing from the installation" assert ( files("inferrsi") .joinpath("data", "repo_packs", "vllm_omni", "knowledge", "README.md") @@ -43,7 +43,7 @@ ) == files("inferrsi").joinpath(*mlx_document.split("/")).read_bytes() assert files("inferrsi").joinpath("data/platform_packs/mlx/pack.json").is_file() skill_index = search_knowledge(repo="inferrsi", limit=100) -assert len(skill_index) == 65, "Missing installed skill abstracts" +assert len(skill_index) == 66, "Missing installed skill abstracts" assert all(record["index_type"] == "packaged-skill" for record in skill_index) indexed = KnowledgeReader().read("inferrsi.ascend.skills.ascend_operator_profiling") assert "data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md" in indexed.content @@ -150,7 +150,7 @@ data = resource.read_bytes().replace(b"\r\n", b"\n") assert hashlib.sha256(data).hexdigest() == expected_hash, relative registry = json.loads(library.joinpath("skill-index.json").read_text(encoding="utf-8"))["skills"] -assert len(registry) == 65 +assert len(registry) == 66 for entry in registry.values(): assert library.joinpath(*entry["path"].split("/"), "SKILL.md").is_file() router = library.joinpath("workflows", "inference-engine-research") diff --git a/tests/test_ascend_video_diffusion_skill.py b/tests/test_ascend_video_diffusion_skill.py index 90e3e34e5..5388514bd 100644 --- a/tests/test_ascend_video_diffusion_skill.py +++ b/tests/test_ascend_video_diffusion_skill.py @@ -11,45 +11,62 @@ SKILL_ROOT = ROOT / "src/inferrsi/data/skill_library" SKILL_NAME = "ascend-video-diffusion-optimization" SKILL = SKILL_ROOT / "hardware/ascend" / SKILL_NAME -TEMPLATE = SKILL / "assets/campaign.template.json" -EVALUATOR = SKILL / "scripts/evaluate_target.py" +COMMON_NAME = "video-diffusion-optimization" +COMMON = SKILL_ROOT / "methods" / COMMON_NAME +TEMPLATE = COMMON / "assets/campaign.template.json" +EVALUATOR = COMMON / "scripts/evaluate_target.py" -def test_skill_is_discoverable_and_resources_resolve(): +def test_skills_are_discoverable_and_resources_resolve(): discovered = {record["name"] for record in skill_records(SKILL_ROOT)} - assert SKILL_NAME in discovered + assert {SKILL_NAME, COMMON_NAME} <= discovered record = get_skill(SKILL_ROOT, SKILL_NAME) - assert record["name"] == SKILL_NAME assert record["status"] == "candidate" assert {"ascend", "video-diffusion", "performance"} <= set(record["tags"]) assert set(record["resources"]) == { - "assets/campaign.template.json", "metadata.json", "references/field-notes-video-diffusion.md", - "scripts/evaluate_target.py", } description = record["description"] assert all(term in description for term in ("latency", "RTF", "throughput", "HBM")) assert "Not for text-only LLMs" in description - instructions = skill_instructions(SKILL_ROOT, SKILL_NAME) - for relative in ( + common = get_skill(SKILL_ROOT, COMMON_NAME) + assert common["name"] == COMMON_NAME + assert common["status"] == "candidate" + assert set(common["resources"]) == { "assets/campaign.template.json", - "references/field-notes-video-diffusion.md", + "metadata.json", "scripts/evaluate_target.py", - ): - assert relative in instructions - assert (SKILL / relative).is_file() + } + assert common["description"] + assert "Not for text-only LLMs" in common["description"] + + instructions = skill_instructions(SKILL_ROOT, SKILL_NAME) + assert "references/field-notes-video-diffusion.md" in instructions + assert (SKILL / "references/field-notes-video-diffusion.md").is_file() + # The Ascend skill delegates to the backend-agnostic common skeleton. for relative in ( + "methods/video-diffusion-optimization/SKILL.md", "methods/inference-benchmark-design/SKILL.md", "workflows/rsi-evidence/SKILL.md", ): assert relative in instructions assert (SKILL_ROOT / relative).is_file() + common_instructions = skill_instructions(SKILL_ROOT, COMMON_NAME) + # The common skeleton links its sibling method and workflow with relative + # paths from methods/video-diffusion-optimization/. + for relative, target in ( + ("../inference-benchmark-design/SKILL.md", "methods/inference-benchmark-design/SKILL.md"), + ("../../workflows/rsi-evidence/SKILL.md", "workflows/rsi-evidence/SKILL.md"), + ): + assert relative in common_instructions + assert (SKILL_ROOT / target).is_file() + def campaign(case): data = json.loads(TEMPLATE.read_text(encoding="utf-8")) diff --git a/tests/test_knowledge_contract.py b/tests/test_knowledge_contract.py index 29a2cf40b..1f83f3206 100644 --- a/tests/test_knowledge_contract.py +++ b/tests/test_knowledge_contract.py @@ -31,7 +31,7 @@ def test_local_profiles_preserve_core_and_structured_ownership(): assert metadata["kind"] == "skill" for readset in metadata["provenance_readsets"]: assert (sidecar.parent / readset).is_file() - assert len(normalized) == 56 + assert len(normalized) == 57 def test_local_sidecars_omit_fields_that_equal_reader_defaults(): diff --git a/tests/test_skill_index.py b/tests/test_skill_index.py index 874486a62..271e6434c 100644 --- a/tests/test_skill_index.py +++ b/tests/test_skill_index.py @@ -23,7 +23,7 @@ def test_complete_index_retains_metadata_states_and_unknown_license(): records = search_knowledge(repo="inferrsi", limit=100) names = {record["name"] for record in skill_records(ROOT)} registry = json.loads((ROOT / "skill-index.json").read_text(encoding="utf-8"))["skills"] - assert len(records) == len(names) == 65 + assert len(records) == len(names) == 66 assert {record["skill_metadata"]["name"] for record in records} == names states = [] for record in records: @@ -41,7 +41,7 @@ def test_complete_index_retains_metadata_states_and_unknown_license(): } assert set(record["source_files"]) == set(record["sources"][0]["paths"]) states.append(metadata.get("status")) - assert states.count("candidate") == 60 + assert states.count("candidate") == 61 assert states.count(None) == 5 profiling = next(r for r in records if r["title"] == "ascend-operator-profiling") assert profiling["skill_metadata"]["license"] == "UNKNOWN" @@ -161,7 +161,7 @@ def test_package_index_and_checkout_skill_have_distinct_read_boundaries(): assert reader.resolve("claim-contract") == "checkout:claim-contract" assert reader.read("claim-contract").metadata["kind"] == "skill" collected = reader.collect(repo="inferrsi", kind="knowledge", limit=100, material=True) - assert len(collected["items"]) == 65 + assert len(collected["items"]) == 66 assert not collected["collisions"] and not collected["omissions"] assert all(item["authority"] == "package" for item in collected["items"]) assert all("record.json" in item["resources"] for item in collected["items"]) @@ -191,9 +191,9 @@ def test_index_cli_search_show_context_and_execution_boundary(capsys): def test_hardware_filters_include_only_matching_and_shared_skills(): - for backend, count in (("ascend", 61), ("cuda", 51), ("cpu", 47)): + for backend, count in (("ascend", 62), ("cuda", 52), ("cpu", 48)): records = search_knowledge(repo="inferrsi", backend=backend, limit=100) assert len(records) == count assert all(record["backend"] in (backend, "common") for record in records) assert not (PROJECT / "skills").exists() - assert len(list(ROOT.rglob("SKILL.md"))) == 95 + assert len(list(ROOT.rglob("SKILL.md"))) == 96 diff --git a/tests/test_skill_library.py b/tests/test_skill_library.py index 53aaeff9b..c5f1be31e 100644 --- a/tests/test_skill_library.py +++ b/tests/test_skill_library.py @@ -154,7 +154,7 @@ def test_library_root_exposes_only_owner_categories_and_required_entrypoints(): assert {path.name for path in LIBRARY.iterdir() if path.is_dir()} == { "hardware", "frameworks", "repositories", "methods", "workflows", } - assert len(list(LIBRARY.rglob("SKILL.md"))) == 95 + assert len(list(LIBRARY.rglob("SKILL.md"))) == 96 assert not any(path.name == "zh-CN" for path in LIBRARY.rglob("*") if path.is_dir()) references = LIBRARY / "workflows/inference-engine-research/references" assert (references / "import.md").is_file() From 1cd9583570a4ff44d67899e75ffad09b6fc3c1f4 Mon Sep 17 00:00:00 2001 From: zzh <943967662@qq.com> Date: Wed, 28 Oct 2026 12:58:27 +0800 Subject: [PATCH 2/6] chore: refresh packaged skill discovery index Signed-off-by: zzh <943967662@qq.com> Co-authored-by: Cursor --- .../repo_packs/inferrsi/knowledge/README.md | 7 +- .../ascend-aclgraph-capture-replay.json | 6 +- .../ascend/skills/ascend-device-health.json | 6 +- .../skills/ascend-distributed-parallel.json | 6 +- .../ascend/skills/ascend-graph-mode.json | 6 +- .../skills/ascend-model-adaptation.json | 6 +- .../skills/ascend-operator-profiling.json | 6 +- .../ascend/skills/ascend-operator-tuning.json | 6 +- .../skills/ascend-optimization-casebook.json | 6 +- .../skills/ascend-performance-analysis.json | 6 +- .../ascend-video-diffusion-optimization.json | 31 ++--- .../ascend/skills/ascendc-tiling-design.json | 6 +- .../skills/cann-attribution-overlap.json | 6 +- .../torchnpu-device-memory-lifecycle.json | 6 +- ...torchnpu-pinned-host-memory-lifecycle.json | 6 +- .../skills/assess-serving-preemption.json | 6 +- .../assess-split-backward-schedule.json | 6 +- .../skills/audit-h3-runtime-residency.json | 6 +- .../skills/audit-llama-runtime-state.json | 6 +- .../common/skills/audit-sd-cpp-residency.json | 6 +- .../audit-sglang-diffusion-lifetimes.json | 6 +- .../skills/audit-vllm-kv-lifetimes.json | 6 +- .../bound-windowed-attention-replay.json | 6 +- .../budget-speculative-verification.json | 6 +- .../skills/calibrate-serving-simulation.json | 6 +- .../skills/cgroup-resource-controls.json | 6 +- .../checkpoint-recovery-consistency.json | 6 +- .../skills/choose-parallel-training-plan.json | 6 +- .../skills/cite-check-downstream-pr.json | 6 +- .../common/skills/claim-contract.json | 6 +- .../knowledge/common/skills/comfy-ui.json | 6 +- .../common/skills/competitor-scan.json | 6 +- .../skills/dcp-async-save-performance.json | 6 +- .../skills/dense-performance-evidence.json | 6 +- .../diagnose-vllm-admission-pressure.json | 6 +- .../skills/diffusers-invocation-state.json | 6 +- .../common/skills/draft-acceptance-issue.json | 6 +- .../knowledge/common/skills/dwarfstar.json | 6 +- .../evaluate-elastic-serving-placement.json | 6 +- .../skills/generation-cache-lifecycle.json | 6 +- .../common/skills/host-memory-management.json | 6 +- .../skills/host-overhead-optimization.json | 6 +- .../knowledge/common/skills/husky.json | 6 +- .../skills/inference-benchmark-design.json | 6 +- .../inference-optimization-casebook.json | 6 +- .../common/skills/kernel-writing-guide.json | 6 +- .../common/skills/kv-tier-management.json | 6 +- .../lazy-evaluation-stream-lifetimes.json | 6 +- .../knowledge/common/skills/lily.json | 6 +- .../common/skills/npu-skill-factory.json | 6 +- .../skills/optimization-search-policy.json | 6 +- .../common/skills/os-process-placement.json | 6 +- .../skills/performance-ceiling-analysis.json | 6 +- .../skills/plan-activation-residency.json | 6 +- .../skills/repository-evolution-analysis.json | 6 +- .../knowledge/common/skills/rsi-evidence.json | 6 +- .../skills/skill-evolution-playbook.json | 6 +- .../knowledge/common/skills/splash.json | 6 +- .../common/skills/storage-io-measurement.json | 6 +- .../skills/training-input-pipeline.json | 6 +- .../skills/training-resource-budget.json | 6 +- .../skills/video-diffusion-optimization.json | 115 ++++++++++++++++++ .../skills/weight-loading-optimization.json | 6 +- .../cuda/skills/audit-afd-p2p-exchanges.json | 6 +- .../diagnose-attention-bottlenecks.json | 6 +- .../cuda/skills/host-overhead-profiling.json | 6 +- .../cuda/skills/reason-hopper-kernels.json | 6 +- 67 files changed, 328 insertions(+), 209 deletions(-) create mode 100644 src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/video-diffusion-optimization.json diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index b3b008af5..f5adbae37 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md @@ -1,6 +1,6 @@ # InferRSI skill discovery index -Generated abstracts for all 65 registered skills in `data/skill_library/`. +Generated abstracts for all 66 registered skills in `data/skill_library/`. Their complete procedures, references and cases ship in the same package. `skill-index.json` maps stable skill IDs to categorized directories. The reference and searchspace matrices @@ -15,7 +15,7 @@ These are knowledge abstracts (`--kind knowledge`), with namespaced package IDs distinct from explicitly selected `checkout_ref` skills. Ascend/CUDA procedures use their corresponding backend; shared methods use `common`. -Source snapshot: [3c422579dce6cadd7a53272826fe01abe3e0534d](https://github.com/InferMatrixLab/InferRSI/tree/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library). +Source snapshot: [23a14cec3dc867703f735842708c6e050af1a49e](https://github.com/InferMatrixLab/InferRSI/tree/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library). ```bash inferrsi knowledge search 'profiling' --repo-type inferrsi --limit 50 @@ -29,7 +29,7 @@ contain the current input paths and bytes (Git checkout filters are respected). ```bash python tools/build_skill_index.py --source-revision -python tools/build_skill_index.py --source-revision 3c422579dce6cadd7a53272826fe01abe3e0534d --check +python tools/build_skill_index.py --source-revision 23a14cec3dc867703f735842708c6e050af1a49e --check ``` `--check` detects missing, stale and unexpected generated records without writing. @@ -101,4 +101,5 @@ References and cases ship with their owning skill, not as duplicate knowledge ab | [torchnpu-pinned-host-memory-lifecycle](ascend/skills/torchnpu-pinned-host-memory-lifecycle.json) | ascend | candidate | | [training-input-pipeline](common/skills/training-input-pipeline.json) | common | candidate | | [training-resource-budget](common/skills/training-resource-budget.json) | common | candidate | +| [video-diffusion-optimization](common/skills/video-diffusion-optimization.json) | common | candidate | | [weight-loading-optimization](common/skills/weight-loading-optimization.json) | common | candidate | diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json index 5e4e258eb..2c5f19a27 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json", @@ -41,7 +41,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md": "d494fc7e539cbb7388189bd7b3f04bb5c4983fdd7a82484348aad1cee7f741f2", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json": "71c68431663ed2336cccc985a354adab6b13b4cfd6123a18a5d8d53c28268509", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/references/source-notes.md": "6ffbfb68cc7e04923b4fbca2a73a7555b7c3b45a6f40819bb5f3213ef05cf88d", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-aclgraph-capture-replay", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json index 569ab2ced..0dbdc2682 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json", @@ -41,7 +41,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md": "03829039860ece35519f2e4c339a48b5014ec25e07a2c150a3efb6a3a4e35b4a", "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json": "80d80c15514919826fa72d6f6cf26b76db8accd85d21187fc239232ca454e7bf", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-device-health", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json index 615946820..6c43411fd 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md": "4ce9dcadd1ae3c7a8cc633336760d0a3c382f354f1b7028e3a10d28fa0d0c9fa", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/metadata.json": "b6cb25879b1bca5f5af08b48776f2e664cf5dcd11a0efb1c4f56879e2afa9006", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/references/awesome-ascend-communication-tests.md": "0cb27a3d24409171bb414d7ebf0c49ad62be5f46482f29624695496ba9eb3e63", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-distributed-parallel", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json index 923b79a04..081e57255 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md": "9203cc5a14a1d65df5fbf275734b93be023e06527459b2f79864f28a338cb44a", "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json": "72b41e7845915d34b09219624e82976386f3125816293540c2c38143fe6b477f", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-graph-mode", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json index 6f7dfb1fa..cb493ea30 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md": "8fdf46fb2743b67a66bc069d22a45305a222debfb606777bc451b4b8f31d9cc6", "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json": "be681a3206e5e183b4c9670c9d7784bcffce18c891449e5b15f94ca5f1324b9a", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-model-adaptation", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json index a6aea48e3..bb29e9ba3 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json", @@ -41,7 +41,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md": "401981cf7828edcab0c9ea882f7ecd83badfa3c2a95006e912cf99d67b3d6a12", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json": "efd37bb23acb500dad4ec8ebe7ddfe5c3f196374052825f923ac85da8445f06b", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-operator-profiling", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json index a9636a9fb..6ea46304e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md": "38b151bc6b4e9734c6fa41efb7a30343559400c0c75bbdd26bd8a968b8ea4592", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json": "04d2002fc8a0a7becf86b0b73daaf2da8716ab466d7f988da43d41a10f26680e", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-operator-tuning", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json index eb186cb6a..b8bd81305 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md": "647f5e9a288f2c4e1617ba53df59d9d827df749eb4fe86182d21a9c41175caf8", "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json": "f425f7c1abbd616387273e8932c6bd02f4b1da012f099286ad4171e0f6037b22", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-optimization-casebook", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json index 81f4b01ce..b921aeaa5 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json": "9e705625c8308013c287576b0247da6f6116d817a4a535cbecff80abd6ea35ee", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-CANN-2.0-LICENSE.md": "89b1c114df62cfd183004f38d18d07f186436c3b37203dd69c3e84becf9d2282", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-stage-evidence.md": "f56e4125325c9c1b9235a1d64fd732861c7686444492422daff44ba8dd648be4", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-performance-analysis", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json index e5fc826b5..137180d5c 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json @@ -8,7 +8,7 @@ "component": "skills", "scenario": "skills.discovery", "status": "imported", - "summary": "Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs.", + "summary": "Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.", "tags": [ "ascend", "npu", @@ -26,17 +26,15 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/references/field-notes-video-diffusion.md", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py", "src/inferrsi/data/skill_library/skill-index.json" ], - "content_sha256": "bb08bb6de8b2c818dbcbcca9da649da5d4ae99b6771aaad6eba32d5f4b25f935" + "content_sha256": "53c21e64f0dd47f9510faef1f2c01e1283899787ba7ebfe70cdabd8e57a76f00" } ], "index_type": "packaged-skill", @@ -45,16 +43,14 @@ }, "checkout_ref": "checkout:ascend-video-diffusion-optimization", "source_files": { - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md": "bb08bb6de8b2c818dbcbcca9da649da5d4ae99b6771aaad6eba32d5f4b25f935", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json": "1a37f1d136612143ddab8f0cbbf424c80433b4da5312edb18d07c0b9d87ef657", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json": "8622da20f59c40d798e57ff9e8c8dff69137854d79dd6ed883c1a5558d3d4f92", + "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md": "53c21e64f0dd47f9510faef1f2c01e1283899787ba7ebfe70cdabd8e57a76f00", + "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json": "8c2b364298330751fd1252516159b16c27e90354e2a724782d2851e68e43cdb3", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/references/field-notes-video-diffusion.md": "dadac7b23462fdc325218c72ddf8a2ac553151761a5d3e45b854b53d2c8c6908", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py": "9e84df051e03d567746fd73ae7243efb2f3c5ec806fef824d3c4d42a8eb9704c", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascend-video-diffusion-optimization", - "description": "Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs.", + "description": "Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.", "schema_version": 1, "profile": "local-skill-v1", "kind": "skill", @@ -81,10 +77,11 @@ }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "limitations": [ + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", @@ -93,11 +90,16 @@ "provenance_readsets": [ "references/field-notes-video-diffusion.md" ], + "references": [ + "../../../methods/video-diffusion-optimization/SKILL.md", + "../../../methods/video-diffusion-optimization/scripts/evaluate_target.py", + "../../../methods/video-diffusion-optimization/assets/campaign.template.json" + ], "consumption_mode": "packaged" }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "recommendations": [ @@ -109,6 +111,7 @@ "The imported status describes this index, not the original skill; its declared status is candidate.", "Reading or indexing does not authorize execution, validate efficacy, promote a candidate or grant a license.", "The backend categorizes the procedure's hardware dependency; it does not certify compatibility, and skills.discovery is a discovery scenario.", + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json index 0feb56baf..6d4c4f429 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md": "93aa1b775ced304cebfe6c4dec0503ddb2260ecb3cb01edc17ce329446c5ce2b", "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/metadata.json": "f6d94f104cb70969024b2f4542078a240e200712c66279eca8b94f60bee1dd71", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "ascendc-tiling-design", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json index 678d19f62..b021c1960 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md": "0e6f094dc554abea12e07def50f20b233b47127779a8aefad595b4ab1efd24c2", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json": "acccc8eb86de0df6caf78a9b3c6db76a2a686adc4a5ba0029a4d62d50ff9a8f8", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "cann-attribution-overlap", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json index ec7872090..653abf4b5 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/metadata.json", @@ -42,7 +42,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md": "8428df7157af024fa17cfe0b3818ed54bd9f468306dda46eb8d4f0edf4f3f230", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/metadata.json": "c650dce88c07b636d68e063dbda4d319f6f7f3ecbcdd5e47f393cbfc3af7c71d", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/references/source-notes.md": "80cba4d3a884e7ee2618326cf74b9f9c3a34e4d9cf443707f6bbe673f2d5ba65", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "torchnpu-device-memory-lifecycle", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json index aa847749d..4ba9ab30e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/metadata.json", @@ -42,7 +42,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md": "23e93ea7c98f99743509fdc04139d78ed2e7123c63e80b366c6beaba7eb70d0d", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/metadata.json": "97836a38465106d816a9ace894a7b277d6d330f9accade8f8493ce6f0fb57ef9", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/references/source-notes.md": "435193590b4a2ba32e2e4c6fa9d7e8f889528d412cbbb48e35ec5433f7dab384", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "torchnpu-pinned-host-memory-lifecycle", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json index 1e086f7ce..98a7cf36b 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", "src/inferrsi/data/skill_library/methods/assess-serving-preemption/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md": "0a5f48d9352c5bf460775ef47f9136829978811f4a16e84983e299782cae305d", "src/inferrsi/data/skill_library/methods/assess-serving-preemption/metadata.json": "77ce5ba16245cbd80d46d0abdf80aaf26fc0924fa2d2a5624ff430de68a1daf0", "src/inferrsi/data/skill_library/methods/assess-serving-preemption/references/source-notes.md": "f29fcecfba0490008a354c11b42403983fe165e56ff907ad61cc6040d2b6407f", - 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"commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/SKILL.md", "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/metadata.json", @@ -45,7 +45,7 @@ "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/metadata.json": "4d68bf4c1767eaee12ade963bbd551d0e61d1bcd81a984bb02fd3aae46965919", "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/references/source-notes.md": "6fa955022f16cd598f44fd6521901d1cb868b06cec545cabe2b82769a641b5d6", "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/references/validation.md": "673d93f6700052974b340fab25b3438e0e6344960569ac9abec7d7720f662288", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "budget-speculative-verification", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/calibrate-serving-simulation.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/calibrate-serving-simulation.json index 0f847fb94..3e389738a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/calibrate-serving-simulation.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/calibrate-serving-simulation.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md", "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md": "ac773c6f1c110a664dfca28a3ae9129b10c07614e60ca3640dea776220e7b352", "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/metadata.json": "261ce9f644ea6eebb90c830f41fb8b320d2b401456e5bd8d494095a44b8620d0", "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/source-notes.md": "9696d3c0ef96b6611787446bd6f96d4d6255ca8d107105de8c1d9af83edb9fa5", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "calibrate-serving-simulation", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json index 11a734233..6feb60cc6 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", "src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/metadata.json", @@ -43,7 +43,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md": "fd1f5a7e6a55714730044155f5b38c1d700383d4e16c3e91963bbfbe1c773af5", "src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/metadata.json": "19e40763fedc20990651bb989c32a7693306c5c54af46c3d4be77fd4f87b6c03", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "cgroup-resource-controls", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json index 8efae223b..470767eff 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/metadata.json": "4dc8659806539b4784ea9348a01d4194ac70d0bb297a916f90ff6419efa5c328", "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/references/dlrover-persistence-replicas.md": "055f4357f79026fcbcc766bbe77db610376ec353623f8898f5d14a30ee69e7bc", "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/references/sources.md": "9425b1aab963a2c8d35f3db897bd15ee69699bf5b0d0c8425c3c8bba3e9a0233", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "checkpoint-recovery-consistency", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json index 6ce3ffeda..0d9fc0c83 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md": "25d04aed9782b2a8ff1186828becdc7fce93c4418039ceaef9b8dcc5ec9bcd24", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/metadata.json": "c6acae57d70190cea0e18c71c79127962181e58169e011df75d8635b3db4daa7", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/references/source-notes.md": "9f9184d46b19312138a6e805e439e43dc0594a0cc6b46675255a582dc946ca5b", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "choose-parallel-training-plan", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json index 90703bcfe..797148cd1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:cite-check-downstream-pr", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e", + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md": "485932cdf3b1fba5dc69be73e75d38f86a7b79442d26e82a296c963a7598d226" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json index 9139741f6..3ea416662 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:claim-contract", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e", + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md": "3af1dbbe81d91cb05fc2ef15a2ae25d7592a08558e1a5535f49c52f33a488c55" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json index aafaa19e6..cfc87ea63 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/repositories/comfy-ui/LICENSE", "src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", @@ -50,7 +50,7 @@ "src/inferrsi/data/skill_library/repositories/comfy-ui/references/model-residency.md": "014c68386e7cdfdb7b4f566836e8b2ff61bd5a5a506e7b4723f83fe80c5d4de7", "src/inferrsi/data/skill_library/repositories/comfy-ui/references/repo-provenance.md": "ca996ef515af42a3ce304747fa3f12a31c00533deaace5ba2ce21aefa0a62e2e", "src/inferrsi/data/skill_library/repositories/comfy-ui/references/validation-boundaries.md": "1913dedbeb558d872d6a0e015cc11d822910c3cb259a236db29fb60ad8a64263", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "comfy-ui", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json index 003afade4..880b01898 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:competitor-scan", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e", + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md": "0ede58ace65a9324a538b4816add1684f230ba536d4364fe5a5dd2c0bbed3776" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json index d3c638bca..b90c7b688 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/metadata.json", @@ -43,7 +43,7 @@ "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md": "645139ee0c88ec865cad952e24cda35f4648d4b777b732c9b7d274b6c7830845", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/metadata.json": "db7ad368394ccbfdeff6a16e3423c300d51305b1f95ff5c3936df91738a8cc35", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/references/sources.md": "22afe4f4d77f441096cc657d55d763473bfcbea8fb531c8e493fe49ab84955f7", - 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"commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/metadata.json", @@ -67,7 +67,7 @@ "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/loongserve-readset.md": "f1a383e7bdbbd5a5a472d7f6e1292c8a17d4910ff736ca5a6aa422e1bee74f8c", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/orca-readset.md": "a497ef23b7e60c0fbc15d95b7e07cd20547cfe56f37c24dfe6ed70d79ef7a3cf", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/source-notes.md": "84033fd514773f10c0bddd9914fabb980497ba2b308f226a922c3e1888413827", - 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"src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e", + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d", "src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md": "ce983acfb7d7d3272775e7cf00c92e4ddadd97511b602575a76e5ab7ade01b56" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json index 61e36fc54..c7ffbc83f 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/repositories/dwarfstar/LICENSE", "src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", @@ -71,7 +71,7 @@ "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/SKILL.md": "71c27212847146376d72e6cc6d22abe2f7eed56402c5917cd7dfcda0b2aa5982", "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/references/state-contracts.md": "8f74a07c947021e3069468268f6b5aa2548a17db518c5c0505b84dde73a1f31c", "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/references/troubleshooting.md": "c9eebe4109d418c4dfb9bb2425c145ebc1a52da9b665e0556149bc31a442e2fc", - 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"src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "kernel-writing-guide", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json index 84bc84a1d..8d6b6e079 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", "src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md": "e4b78f368d70c8abb74a935acb910414015f1aeec1b50f7a295e836822ec4b27", "src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/metadata.json": "c221189b8d85fac3bd41ef1c7cd560f1aebc8cfa0381c182d1d571a7169be829", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "kv-tier-management", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lazy-evaluation-stream-lifetimes.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lazy-evaluation-stream-lifetimes.json index 6528590eb..b8037f852 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lazy-evaluation-stream-lifetimes.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lazy-evaluation-stream-lifetimes.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", "src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/metadata.json", @@ -46,7 +46,7 @@ "src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/references/execution-lifetime.md": "c4bc41e08aca68f661325f61e6f0db1760a079dc362f295c847bdc374fee3bf6", "src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/references/source-map.md": "798b9cb89ed6b885eb47464ca9f137d2802a54571b9327e631d7742d3e5abd5d", "src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/references/validation.md": "ebfc00bf7d6ab0a1dc415953ae84d56ccdc713d5614aff85e433c4a843793bff", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "lazy-evaluation-stream-lifetimes", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json index 81a2143eb..76ef42d03 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/repositories/lily/LICENSE", "src/inferrsi/data/skill_library/repositories/lily/NOTICE.md", @@ -77,7 +77,7 @@ "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/references/api-and-session.md": "7262bb077c24f2f7549d450473ec7944829940d09cca89db9c12f37ac90d5db0", "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/references/troubleshooting.md": "6e2f36d2f7ab9eae665d87a676e34c0ebd2f46f3df6fa5f2e589a306749a87b5", "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/scripts/request_template.py": "d6b00c9f0b38c7fb0a0e52e396993a832542ea0aa6e2456026fabc0c39a4d33a", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "lily", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json index 80bdc631d..633a7b577 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", @@ -54,7 +54,7 @@ }, "checkout_ref": "checkout:npu-skill-factory", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e", + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md": "74cd863df2e80dc2bda1713d24207809173a3116f30325e3487e1e3517cfec1e", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/metadata.json": "12fc9272bd5fbf02dd9b897d8ca40984b72ae54f20492ace5304711bbc4d71c3", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/references/papers-20261015/COMPARISON.md": "38587678a96581f5c2dc697d982127343565504bffa191352811dffcc165aa23", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json index 7dbfe6f40..244cbcc34 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", "src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json", @@ -51,7 +51,7 @@ "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/knowledge/adaptation-interfaces.md": "5e761957cb5ecd93926e6ffc13deee7c830c6e8f0ee3c3846e9dd3b50dc74446", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/references/source-notes.md": "54d83c3713045d59a48821bcf93598374ba4a630e3891ad39498f919317c4fb8", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/updates/optimization-search-policy.md": "d3db44fa9a6831b86a02c638b323ed943e69fe256866213f10d68c72d762879e", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "optimization-search-policy", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json index 5b3ecc45c..e25b44c00 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md": "2003492e4d89fde0443b180d74933e764bd1979435e109c8d26e20eb8f6e5053", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/metadata.json": "ec02995c075f0a540921f57b4846f2cafe334eb90f44389f17c3c50457c3e9c5", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/references/llama-numa-thread-readset.md": "748b254b3b043a5ddb0f480eb4a566854d27eedd7b111499863e9bf0a5a6951e", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "os-process-placement", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json index 816942e42..81a8b1767 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/metadata.json", @@ -78,7 +78,7 @@ "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/roofline-contract.md": "419ec4bcaec45ac579a133bce083d4f48779f26e664d7a86f720fa65f343b1d1", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/roofline-example.json": "597cd3205df043cff3ae9d15924c77934e8d8eb300c00c4840f6bb2921f90faf", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/scripts/roofline.py": "524de48a6764401695fe1444f1fa3d38f363069b0cd2fba4715a86ca4b28a5d4", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "performance-ceiling-analysis", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json index da3d374dd..498e0a93f 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", "src/inferrsi/data/skill_library/methods/plan-activation-residency/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md": "542d8a1e6963f5019986e1fbd79d3a247a045a51487c09313026087ac457c15e", "src/inferrsi/data/skill_library/methods/plan-activation-residency/metadata.json": "c6acae57d70190cea0e18c71c79127962181e58169e011df75d8635b3db4daa7", "src/inferrsi/data/skill_library/methods/plan-activation-residency/references/source-notes.md": "5ff52655cfd06fcf970ed2a7d4d4fe1c31115b102af2d41497de0c74848ed2b3", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "plan-activation-residency", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json index 4fe49ad5f..d2f35edde 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/metadata.json", @@ -41,7 +41,7 @@ "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md": "7e20d3390f2501263e5e298e026c47cac16c234f2397833131e15ae5d34c0b97", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/metadata.json": "d0e4d6950250e4cec43d82e23324c9301a925d4c22be30b4d2713d790cb6504b", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/references/capability-presence-audit.md": "c21eb4a6aabe811a49a6540a34c54dbcfdcf7efae3052a79b54034c7838026a5", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "repository-evolution-analysis", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json index 1decf4fb9..4a99d6442 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", @@ -38,7 +38,7 @@ }, "checkout_ref": "checkout:rsi-evidence", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e", + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md": "08f76e12f6f8e8893f03bcdc8152a96c0c99442e7faecbc2a67a18c632fcb243", "src/inferrsi/data/skill_library/workflows/rsi-evidence/references/loopx-goal-governance/LICENSE": "cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30", "src/inferrsi/data/skill_library/workflows/rsi-evidence/references/loopx-goal-governance/LICENSE-MIT.md": "1df1cf519b9e5d8acbbc72820299d7aa95afa1acbfc1f43a15109ad1d59975f3", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json index 53164d17a..e24486d88 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json", @@ -39,7 +39,7 @@ "source_files": { "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md": "9cd37f21fe0d862069e4798edca8a04d59f8b840e55d521901594a63dddd9ba3", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json": "92b36338b9257e2e41b95e4370694d7de52ed84bc7971056b3bfced07b0993d8", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "skill-evolution-playbook", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json index febaf027b..d575a2b17 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/repositories/splash/LICENSE", "src/inferrsi/data/skill_library/repositories/splash/SKILL.md", @@ -77,7 +77,7 @@ "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/SKILL.md": "c16f911498e116ff9b31b5a6f0ddd3ae6517b51c0e9d079c337f36a5bcac1df8", "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/references/state-and-api.md": "592603177473ac8e024b7dc19a3d3faedd7c1e0312137eab8bf9a62d2f567be6", "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/references/troubleshooting.md": "4fda461042a3de43c109d7a3cec67542c7d61fe68412bf91606220f2e13e576e", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "splash", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/storage-io-measurement.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/storage-io-measurement.json index d11afc865..bed3267a0 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/storage-io-measurement.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/storage-io-measurement.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", "src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md": "63b883c10a8d3e7d918abfc7175b72e2b401ff1e02697f94b8382ec1c8f369b7", "src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/metadata.json": "0a41c7b00978332b54ee1e4a7c1ade88ecde3e961128f24d1b4f7708caff5ff5", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "storage-io-measurement", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-input-pipeline.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-input-pipeline.json index d0be0757e..dd52abf6e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-input-pipeline.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-input-pipeline.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", "src/inferrsi/data/skill_library/methods/training-input-pipeline/metadata.json", @@ -43,7 +43,7 @@ "src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md": "64bd2c6b795d966045d1d3cca55976d3d49b08b06df7c7e06a70c2824cf55b7e", "src/inferrsi/data/skill_library/methods/training-input-pipeline/metadata.json": "80659099fce6a6ec05e9084b75452c877a5812e30f60a78f31ef8c7efcdc1bac", "src/inferrsi/data/skill_library/methods/training-input-pipeline/references/sources.md": "60e0f3e88655d8e1d5eb4797f39ca4370deda01614f265b8d2ea4559d8ac020f", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "training-input-pipeline", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-resource-budget.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-resource-budget.json index e965ac473..43d780223 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-resource-budget.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-resource-budget.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md", "src/inferrsi/data/skill_library/methods/training-resource-budget/metadata.json", @@ -57,7 +57,7 @@ "src/inferrsi/data/skill_library/methods/training-resource-budget/references/papers-20261015/references/source-readset.md": "2a5c166767f56fa47e7eba7386f1f36da8cb73702e5b5bbe14d6a456ca9ebfae", "src/inferrsi/data/skill_library/methods/training-resource-budget/references/sources.md": "6d248f58af8b350fc66c22898988d6f451ac60d03bcd805cd6e84df5e55174ac", "src/inferrsi/data/skill_library/methods/training-resource-budget/references/stas-decision-notes.md": "f1a993e6c4ca9a035a2effcaf5500081f227b0cc56cc885a6b22fda0041fc744", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "training-resource-budget", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/video-diffusion-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/video-diffusion-optimization.json new file mode 100644 index 000000000..6651c5ce6 --- /dev/null +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/video-diffusion-optimization.json @@ -0,0 +1,115 @@ +{ + "schema_version": 1, + "id": "inferrsi.common.skills.video_diffusion_optimization", + "title": "video-diffusion-optimization", + "repo": "inferrsi", + "tier": "contribution", + "backend": "common", + "component": "skills", + "scenario": "skills.discovery", + "status": "imported", + "summary": "Run and verify goal-driven video diffusion optimization, backend-agnostic. Use when the user asks for latency, RTF, throughput, or memory targets across VLM, DiT, MoE, attention, or VAE, on any accelerator. Not for text-only LLMs.", + "tags": [ + "video-diffusion", + "dit", + "moe", + "attention", + "vae", + "performance", + "profiling", + "serving", + "optimization" + ], + "origin": [ + "first-party" + ], + "sources": [ + { + "type": "git", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", + "paths": [ + "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md", + "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/assets/campaign.template.json", + "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/metadata.json", + "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/scripts/evaluate_target.py", + "src/inferrsi/data/skill_library/skill-index.json" + ], + "content_sha256": "fc0e7baf9913ce7448247772a1e224a9cbd827492cf9459b1f17f492b9f67b70" + } + ], + "index_type": "packaged-skill", + "skill_documents": { + "original": "data/skill_library/methods/video-diffusion-optimization/SKILL.md" + }, + "checkout_ref": "checkout:video-diffusion-optimization", + "source_files": { + "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md": "fc0e7baf9913ce7448247772a1e224a9cbd827492cf9459b1f17f492b9f67b70", + "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/assets/campaign.template.json": "1a37f1d136612143ddab8f0cbbf424c80433b4da5312edb18d07c0b9d87ef657", + "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/metadata.json": "b27d69142dfea5dd2820170475c2bf6cced2d5eefd1c43b3413c41849af0fd02", + "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/scripts/evaluate_target.py": "9e84df051e03d567746fd73ae7243efb2f3c5ec806fef824d3c4d42a8eb9704c", + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" + }, + "skill_metadata": { + "name": "video-diffusion-optimization", + "description": "Run and verify goal-driven video diffusion optimization, backend-agnostic. Use when the user asks for latency, RTF, throughput, or memory targets across VLM, DiT, MoE, attention, or VAE, on any accelerator. Not for text-only LLMs.", + "schema_version": 1, + "profile": "local-skill-v1", + "kind": "skill", + "status": "candidate", + "origin": [ + "first-party" + ], + "tags": [ + "video-diffusion", + "dit", + "moe", + "attention", + "vae", + "performance", + "profiling", + "serving", + "optimization" + ], + "empirical_validation": "not_run", + "verification": { + "locally_verified": false, + "evidence_level": "guidance", + "note": "Procedure is first-hand workflow guidance. The linked field notes are not reproducible as published. No acceptance campaign under this repository's evidence contract backs this skill, and no public performance claim is made." + }, + "applicability": { + "scope": "Backend-agnostic video diffusion inference and serving optimization", + "hardware": "Any accelerator (Ascend NPU, CUDA GPU, and others); operator names, memory layouts, and profiler references are re-derived per backend", + "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" + }, + "limitations": [ + "Backend-agnostic skeleton only. The first-hand field notes are Ascend-specific and live in the ascend-video-diffusion-optimization skill; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) must be re-derived per backend.", + "Candidate workflow guidance; not independently validated.", + "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped." + ], + "provenance_readsets": [], + "consumption_mode": "packaged" + }, + "applicability": { + "scope": "Backend-agnostic video diffusion inference and serving optimization", + "hardware": "Any accelerator (Ascend NPU, CUDA GPU, and others); operator names, memory layouts, and profiler references are re-derived per backend", + "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" + }, + "recommendations": [ + "Read the pinned SKILL.md and its prerequisites before choosing this procedure.", + "Read the packaged references and owner-local cases alongside the procedure." + ], + "limitations": [ + "This generated abstract points to the complete packaged skill; external evidence and upstream repositories remain source links.", + "The imported status describes this index, not the original skill; its declared status is candidate.", + "Reading or indexing does not authorize execution, validate efficacy, promote a candidate or grant a license.", + "The backend categorizes the procedure's hardware dependency; it does not certify compatibility, and skills.discovery is a discovery scenario.", + "Backend-agnostic skeleton only. The first-hand field notes are Ascend-specific and live in the ascend-video-diffusion-optimization skill; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) must be re-derived per backend.", + "Candidate workflow guidance; not independently validated.", + "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped." + ], + "verification": { + "locally_verified": false, + "evidence_level": "guidance" + } +} diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/weight-loading-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/weight-loading-optimization.json index 9b915cb98..9c1bb74c1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/weight-loading-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/weight-loading-optimization.json @@ -26,8 +26,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md", "src/inferrsi/data/skill_library/methods/weight-loading-optimization/metadata.json", @@ -48,7 +48,7 @@ "src/inferrsi/data/skill_library/methods/weight-loading-optimization/metadata.json": "798cbff6f10b7c24b188080ebf233b188b0e98ef2c6fdb5e00e1fe3eff727c0f", "src/inferrsi/data/skill_library/methods/weight-loading-optimization/references/fastsafetensors-transfer-readset.md": "5a39f14b102b0cee304541e011aa31e44e6b13527d1bee9987c3f3b66c064d3d", "src/inferrsi/data/skill_library/methods/weight-loading-optimization/references/llama-loading-readset.md": "6c640f28ee3f0253a17b81461c865cb9f947367002cb75bf72550c4572d02e97", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "weight-loading-optimization", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json index 294fe9247..44f3f1d98 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/metadata.json", @@ -45,7 +45,7 @@ "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/metadata.json": "4e6100dfb9fc7bc00b19915f4fd38ad509704f2a609c658adf4d632d4e05b6c1", "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/references/afd-plugin-LICENSE.md": "0e8566ea362276878e1f38f97da49964dbea301c15d4aa9d727f97a4c39fd943", "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/references/source-notes.md": "5073d87450cb60d1b245308dff8807e73749c07de976d50f2fa26694fad81a72", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "audit-afd-p2p-exchanges", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json index 2e349595c..c2e84b86b 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/metadata.json", @@ -52,7 +52,7 @@ "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/papers-20261015/cases/partitioning-after-fusion.md": "4d4cabe0991eab554dcfbd4fa9c8199e61fa4767709b0c4cd646e2588bb398a2", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/papers-20261015/knowledge/attention-cost-model-boundaries.md": "5ed8f888443e38ccb72545b6025447aab7b92936f78c151fed680e582126239b", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/sources.md": "53436e0de4e6dda2d29426591bf61f8526378cdc6f9ec7967b88b1bcd4c61e6f", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "diagnose-attention-bottlenecks", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json index 0e1bb86d0..b5eb37fc0 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md": "326e566fbe30d3ba04e4b50c3e87aad9df037f0ac4ad6fe129165ae97dc5f91d", "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/metadata.json": "76e34c1c64aba473a9e126b032a776417caa0f913f6ac3cf4dba3a5d123b1ee0", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "host-overhead-profiling", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json index 538b3554b..48b79a40a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json @@ -36,8 +36,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/3c422579dce6cadd7a53272826fe01abe3e0534d/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", - "commit": "3c422579dce6cadd7a53272826fe01abe3e0534d", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/23a14cec3dc867703f735842708c6e050af1a49e/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", + "commit": "23a14cec3dc867703f735842708c6e050af1a49e", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/metadata.json", @@ -72,7 +72,7 @@ "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/source-inventory.json": "1dc09c895c970a0c9708158bcc6dd65cdb736274fd2c35d44542c70407d3849d", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/sources.md": "6b74b9e774f2a80db0860510d9e6940d36284430f29c1e124f115a9eaf25833d", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/synchronization.md": "4322f6b3c0e4368bf8c192b4ec752529767f50d19c0c38dad8fdf9cd781e41d9", - "src/inferrsi/data/skill_library/skill-index.json": "5c57177ec2d5cc085acbb2aecabc66bd683f636d6adfd198fdce5dffb1d5208e" + "src/inferrsi/data/skill_library/skill-index.json": "e1f4c6e60e17c3b5326b8747e853eb431a4d5b1215eac9ef1610c0fece259e8d" }, "skill_metadata": { "name": "reason-hopper-kernels", From 091f23f5e8d1b7d54e5d2fc8f4e1f60b8692d9dc Mon Sep 17 00:00:00 2001 From: zzh <943967662@qq.com> Date: Thu, 29 Oct 2026 10:16:31 +0800 Subject: [PATCH 3/6] chore: refresh count projections and docs after integrating main Update hardcoded skill/catalog counts for the merged tree (75 registered skills incl. the new common video-diffusion-optimization skeleton) and regenerate the repo_packs discovery projection against the merge head. Co-authored-by: Cursor --- docs/knowledge-base.md | 10 +++--- .../repo_packs/inferrsi/knowledge/README.md | 7 +++-- .../ascend-aclgraph-capture-replay.json | 6 ++-- .../ascend/skills/ascend-device-health.json | 6 ++-- .../skills/ascend-distributed-parallel.json | 6 ++-- .../ascend/skills/ascend-graph-mode.json | 6 ++-- .../skills/ascend-model-adaptation.json | 6 ++-- .../skills/ascend-operator-profiling.json | 6 ++-- .../ascend/skills/ascend-operator-tuning.json | 6 ++-- .../skills/ascend-optimization-casebook.json | 6 ++-- .../skills/ascend-performance-analysis.json | 6 ++-- .../ascend-video-diffusion-optimization.json | 31 ++++++++++--------- .../ascend/skills/ascendc-tiling-design.json | 6 ++-- .../skills/cann-attribution-overlap.json | 6 ++-- .../torchnpu-device-memory-lifecycle.json | 6 ++-- ...torchnpu-pinned-host-memory-lifecycle.json | 6 ++-- .../skills/assess-serving-preemption.json | 6 ++-- .../assess-split-backward-schedule.json | 6 ++-- .../skills/audit-fixed-workload-claim.json | 6 ++-- .../audit-h3-metal-fasth3-semantics.json | 6 ++-- .../skills/audit-h3-runtime-residency.json | 6 ++-- .../skills/audit-llama-runtime-state.json | 6 ++-- .../audit-recurrent-kv-finalization.json | 6 ++-- .../common/skills/audit-sd-cpp-residency.json | 6 ++-- .../audit-sglang-diffusion-lifetimes.json | 6 ++-- .../skills/audit-vllm-kv-lifetimes.json | 6 ++-- .../bound-windowed-attention-replay.json | 6 ++-- .../budget-speculative-verification.json | 6 ++-- .../skills/calibrate-serving-simulation.json | 6 ++-- .../skills/cgroup-resource-controls.json | 6 ++-- .../checkpoint-recovery-consistency.json | 6 ++-- .../skills/choose-parallel-training-plan.json | 6 ++-- .../skills/cite-check-downstream-pr.json | 6 ++-- .../common/skills/claim-contract.json | 6 ++-- .../knowledge/common/skills/comfy-ui.json | 6 ++-- .../common/skills/competitor-scan.json | 6 ++-- .../skills/dcp-async-save-performance.json | 6 ++-- .../skills/dense-performance-evidence.json | 6 ++-- .../diagnose-vllm-admission-pressure.json | 6 ++-- .../skills/diffusers-invocation-state.json | 6 ++-- .../common/skills/draft-acceptance-issue.json | 6 ++-- .../knowledge/common/skills/dwarfstar.json | 6 ++-- .../evaluate-elastic-serving-placement.json | 6 ++-- .../skills/generation-cache-lifecycle.json | 6 ++-- .../common/skills/host-memory-management.json | 6 ++-- .../skills/host-overhead-optimization.json | 6 ++-- .../knowledge/common/skills/husky.json | 6 ++-- .../skills/inference-benchmark-design.json | 6 ++-- .../inference-optimization-casebook.json | 6 ++-- .../common/skills/kernel-writing-guide.json | 6 ++-- .../common/skills/kv-tier-management.json | 6 ++-- .../lazy-evaluation-stream-lifetimes.json | 6 ++-- .../knowledge/common/skills/lily.json | 6 ++-- .../knowledge/common/skills/mistral-rs.json | 6 ++-- .../knowledge/common/skills/mlc-llm.json | 6 ++-- .../knowledge/common/skills/mlx-swift-lm.json | 6 ++-- .../common/skills/npu-skill-factory.json | 6 ++-- .../skills/optimization-search-policy.json | 6 ++-- .../common/skills/os-process-placement.json | 6 ++-- .../skills/performance-ceiling-analysis.json | 6 ++-- .../skills/plan-activation-residency.json | 6 ++-- .../knowledge/common/skills/project-maya.json | 6 ++-- .../skills/repository-evolution-analysis.json | 6 ++-- .../knowledge/common/skills/rsi-evidence.json | 6 ++-- .../skills/skill-evolution-playbook.json | 6 ++-- .../knowledge/common/skills/splash.json | 6 ++-- .../common/skills/storage-io-measurement.json | 6 ++-- .../skills/training-input-pipeline.json | 6 ++-- .../skills/training-resource-budget.json | 6 ++-- .../skills/video-diffusion-optimization.json | 6 ++-- .../knowledge/common/skills/vllm-metal.json | 6 ++-- .../skills/weight-loading-optimization.json | 6 ++-- .../cuda/skills/audit-afd-p2p-exchanges.json | 6 ++-- .../skills/audit-flare-session-lifecycle.json | 6 ++-- .../diagnose-attention-bottlenecks.json | 6 ++-- .../cuda/skills/host-overhead-profiling.json | 6 ++-- .../cuda/skills/reason-hopper-kernels.json | 6 ++-- src/inferrsi/data/skill_library/README.md | 6 ++-- tests/check_installed.py | 6 ++-- tests/test_knowledge_contract.py | 2 +- tests/test_skill_index.py | 10 +++--- tests/test_skill_library.py | 2 +- 82 files changed, 261 insertions(+), 257 deletions(-) diff --git a/docs/knowledge-base.md b/docs/knowledge-base.md index 68024a245..7faea82ac 100644 --- a/docs/knowledge-base.md +++ b/docs/knowledge-base.md @@ -14,7 +14,7 @@ separate work, not an implemented capability of this knowledge base. ```text src/inferrsi/data/skill_library/ README.md Library navigation - skill-index.json Stable IDs → categorized paths/backend (74 skills) + skill-index.json Stable IDs → categorized paths/backend (75 skills) hardware/{ascend,cuda,host}// Hardware/platform-specific complete skills frameworks/// Framework-owned complete skills repositories// Engine entry, sub-skills and focused complete skills @@ -166,23 +166,23 @@ standalone export: retain the declared dependencies or the complete library. All 48 former root skills now have one canonical home under [`src/inferrsi/data/skill_library/`](../src/inferrsi/data/skill_library/README.md). -Complete procedures, sidecars, references and cases are packaged, with 13 Ascend, +Complete procedures, sidecars, references and cases are packaged, with 14 Ascend, 3 CUDA and 5 host skills under `hardware/`; the rest are grouped as frameworks, repositories, methods or workflows. The 21 engine and research-router skills use the same ownership layout under `repositories//` and `workflows/inference-engine-research/`, including their sub-skills and references. -The library contains 118 `SKILL.md` files, all in English. +The library contains 119 `SKILL.md` files, all in English. The collection overview, import notes and source manifest belong to the research workflow's references; Strata design-space analysis belongs to Strata. The library root contains only navigation and the registry. The [generated catalog](../src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md) -projects the 74 registered skills into the contribution catalog. Its records +projects the 75 registered skills into the contribution catalog. Its records use `inferrsi..skills.` IDs, with `ascend` and `cuda` for scopes that depend on those backends and `common` for the remaining skills. Each `skill_documents.original` points to the full packaged procedure. The `skills` CLI retains the original hyphenated skill IDs and defaults to this -74-ID registry; engine procedures remain available through library navigation +75-ID registry; engine procedures remain available through library navigation and catalog document pointers. The registered [h3.c runtime audit](../src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/SKILL.md) diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index 104e27b26..6ff6ae06b 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md @@ -1,6 +1,6 @@ # InferRSI skill discovery index -Generated abstracts for all 74 registered skills in `data/skill_library/`. +Generated abstracts for all 75 registered skills in `data/skill_library/`. Their complete procedures, references and cases ship in the same package. `skill-index.json` maps stable skill IDs to categorized directories. The reference and searchspace matrices @@ -15,7 +15,7 @@ These are knowledge abstracts (`--kind knowledge`), with namespaced package IDs distinct from explicitly selected `checkout_ref` skills. Ascend/CUDA procedures use their corresponding backend; shared methods use `common`. -Source snapshot: [80e23826ac6343b4f94c9c8f0d5b43765f2b302b](https://github.com/InferMatrixLab/InferRSI/tree/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library). +Source snapshot: [6b56d4138861703955da8d693929e67caf23bf88](https://github.com/InferMatrixLab/InferRSI/tree/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library). ```bash inferrsi knowledge search 'profiling' --repo-type inferrsi --limit 50 @@ -29,7 +29,7 @@ contain the current input paths and bytes (Git checkout filters are respected). ```bash python tools/build_skill_index.py --source-revision -python tools/build_skill_index.py --source-revision 80e23826ac6343b4f94c9c8f0d5b43765f2b302b --check +python tools/build_skill_index.py --source-revision 6b56d4138861703955da8d693929e67caf23bf88 --check ``` `--check` detects missing, stale and unexpected generated records without writing. @@ -109,5 +109,6 @@ References and cases ship with their owning skill, not as duplicate knowledge ab | [torchnpu-pinned-host-memory-lifecycle](ascend/skills/torchnpu-pinned-host-memory-lifecycle.json) | ascend | candidate | | [training-input-pipeline](common/skills/training-input-pipeline.json) | common | candidate | | [training-resource-budget](common/skills/training-resource-budget.json) | common | candidate | +| [video-diffusion-optimization](common/skills/video-diffusion-optimization.json) | common | candidate | | [vllm-metal](common/skills/vllm-metal.json) | common | candidate | | [weight-loading-optimization](common/skills/weight-loading-optimization.json) | common | candidate | diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json index c623adfcc..69ea799b1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json", @@ -41,7 +41,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md": "d494fc7e539cbb7388189bd7b3f04bb5c4983fdd7a82484348aad1cee7f741f2", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json": "71c68431663ed2336cccc985a354adab6b13b4cfd6123a18a5d8d53c28268509", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/references/source-notes.md": "6ffbfb68cc7e04923b4fbca2a73a7555b7c3b45a6f40819bb5f3213ef05cf88d", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-aclgraph-capture-replay", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json index 1c24816de..65828e4aa 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json", @@ -41,7 +41,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md": "03829039860ece35519f2e4c339a48b5014ec25e07a2c150a3efb6a3a4e35b4a", "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json": "80d80c15514919826fa72d6f6cf26b76db8accd85d21187fc239232ca454e7bf", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-device-health", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json index 0068a8858..05b7a45bf 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md": "4ce9dcadd1ae3c7a8cc633336760d0a3c382f354f1b7028e3a10d28fa0d0c9fa", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/metadata.json": "b6cb25879b1bca5f5af08b48776f2e664cf5dcd11a0efb1c4f56879e2afa9006", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/references/awesome-ascend-communication-tests.md": "0cb27a3d24409171bb414d7ebf0c49ad62be5f46482f29624695496ba9eb3e63", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-distributed-parallel", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json index 4341a2bc5..91e0dd44f 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md": "9203cc5a14a1d65df5fbf275734b93be023e06527459b2f79864f28a338cb44a", "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json": "72b41e7845915d34b09219624e82976386f3125816293540c2c38143fe6b477f", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-graph-mode", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json index 599e153c9..21d7c0651 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md": "8fdf46fb2743b67a66bc069d22a45305a222debfb606777bc451b4b8f31d9cc6", "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json": "be681a3206e5e183b4c9670c9d7784bcffce18c891449e5b15f94ca5f1324b9a", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-model-adaptation", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json index 89cb74380..bf944084d 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json", @@ -41,7 +41,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md": "401981cf7828edcab0c9ea882f7ecd83badfa3c2a95006e912cf99d67b3d6a12", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json": "efd37bb23acb500dad4ec8ebe7ddfe5c3f196374052825f923ac85da8445f06b", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-operator-profiling", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json index 87741d122..08a243437 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md": "38b151bc6b4e9734c6fa41efb7a30343559400c0c75bbdd26bd8a968b8ea4592", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json": "04d2002fc8a0a7becf86b0b73daaf2da8716ab466d7f988da43d41a10f26680e", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-operator-tuning", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json index 920ed69fc..2bef9cd95 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md": "647f5e9a288f2c4e1617ba53df59d9d827df749eb4fe86182d21a9c41175caf8", "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json": "f425f7c1abbd616387273e8932c6bd02f4b1da012f099286ad4171e0f6037b22", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-optimization-casebook", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json index ce72e3839..5915d69d0 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json": "9e705625c8308013c287576b0247da6f6116d817a4a535cbecff80abd6ea35ee", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-CANN-2.0-LICENSE.md": "89b1c114df62cfd183004f38d18d07f186436c3b37203dd69c3e84becf9d2282", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-stage-evidence.md": "f56e4125325c9c1b9235a1d64fd732861c7686444492422daff44ba8dd648be4", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-performance-analysis", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json index f334e3945..40358dd5a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json @@ -8,7 +8,7 @@ "component": "skills", "scenario": "skills.discovery", "status": "imported", - "summary": "Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs.", + "summary": "Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.", "tags": [ "ascend", "npu", @@ -26,17 +26,15 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/references/field-notes-video-diffusion.md", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py", "src/inferrsi/data/skill_library/skill-index.json" ], - "content_sha256": "bb08bb6de8b2c818dbcbcca9da649da5d4ae99b6771aaad6eba32d5f4b25f935" + "content_sha256": "53c21e64f0dd47f9510faef1f2c01e1283899787ba7ebfe70cdabd8e57a76f00" } ], "index_type": "packaged-skill", @@ -45,16 +43,14 @@ }, "checkout_ref": "checkout:ascend-video-diffusion-optimization", "source_files": { - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md": "bb08bb6de8b2c818dbcbcca9da649da5d4ae99b6771aaad6eba32d5f4b25f935", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json": "1a37f1d136612143ddab8f0cbbf424c80433b4da5312edb18d07c0b9d87ef657", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json": "8622da20f59c40d798e57ff9e8c8dff69137854d79dd6ed883c1a5558d3d4f92", + "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md": "53c21e64f0dd47f9510faef1f2c01e1283899787ba7ebfe70cdabd8e57a76f00", + "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json": "8c2b364298330751fd1252516159b16c27e90354e2a724782d2851e68e43cdb3", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/references/field-notes-video-diffusion.md": "dadac7b23462fdc325218c72ddf8a2ac553151761a5d3e45b854b53d2c8c6908", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py": "9e84df051e03d567746fd73ae7243efb2f3c5ec806fef824d3c4d42a8eb9704c", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-video-diffusion-optimization", - "description": "Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs.", + "description": "Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.", "schema_version": 1, "profile": "local-skill-v1", "kind": "skill", @@ -81,10 +77,11 @@ }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "limitations": [ + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", @@ -93,11 +90,16 @@ "provenance_readsets": [ "references/field-notes-video-diffusion.md" ], + "references": [ + "../../../methods/video-diffusion-optimization/SKILL.md", + "../../../methods/video-diffusion-optimization/scripts/evaluate_target.py", + "../../../methods/video-diffusion-optimization/assets/campaign.template.json" + ], "consumption_mode": "packaged" }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "recommendations": [ @@ -109,6 +111,7 @@ "The imported status describes this index, not the original skill; its declared status is candidate.", "Reading or indexing does not authorize execution, validate efficacy, promote a candidate or grant a license.", "The backend categorizes the procedure's hardware dependency; it does not certify compatibility, and skills.discovery is a discovery scenario.", + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json index 612199839..f29df359c 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md": "93aa1b775ced304cebfe6c4dec0503ddb2260ecb3cb01edc17ce329446c5ce2b", "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/metadata.json": "f6d94f104cb70969024b2f4542078a240e200712c66279eca8b94f60bee1dd71", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascendc-tiling-design", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json index 799946ac8..38cb07ca9 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md": "0e6f094dc554abea12e07def50f20b233b47127779a8aefad595b4ab1efd24c2", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json": "acccc8eb86de0df6caf78a9b3c6db76a2a686adc4a5ba0029a4d62d50ff9a8f8", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "cann-attribution-overlap", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json index 1847ec97e..629e22737 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/metadata.json", @@ -42,7 +42,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md": "8428df7157af024fa17cfe0b3818ed54bd9f468306dda46eb8d4f0edf4f3f230", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/metadata.json": "c650dce88c07b636d68e063dbda4d319f6f7f3ecbcdd5e47f393cbfc3af7c71d", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/references/source-notes.md": "80cba4d3a884e7ee2618326cf74b9f9c3a34e4d9cf443707f6bbe673f2d5ba65", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "torchnpu-device-memory-lifecycle", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json index 6f1268f2d..7b1879ef4 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/metadata.json", @@ -42,7 +42,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md": "23e93ea7c98f99743509fdc04139d78ed2e7123c63e80b366c6beaba7eb70d0d", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/metadata.json": "97836a38465106d816a9ace894a7b277d6d330f9accade8f8493ce6f0fb57ef9", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/references/source-notes.md": "435193590b4a2ba32e2e4c6fa9d7e8f889528d412cbbb48e35ec5433f7dab384", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "checkpoint-recovery-consistency", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json index a8dd437c2..48569f374 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md": "25d04aed9782b2a8ff1186828becdc7fce93c4418039ceaef9b8dcc5ec9bcd24", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/metadata.json": "c6acae57d70190cea0e18c71c79127962181e58169e011df75d8635b3db4daa7", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/references/source-notes.md": "9f9184d46b19312138a6e805e439e43dc0594a0cc6b46675255a582dc946ca5b", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "choose-parallel-training-plan", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json index 6645f4fcf..f8785a6f8 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:cite-check-downstream-pr", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md": "485932cdf3b1fba5dc69be73e75d38f86a7b79442d26e82a296c963a7598d226" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json index bc5c29ab7..52fb9e601 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:claim-contract", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md": "3af1dbbe81d91cb05fc2ef15a2ae25d7592a08558e1a5535f49c52f33a488c55" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json index 9a621a3fd..71cd4845a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/repositories/comfy-ui/LICENSE", "src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", @@ -50,7 +50,7 @@ "src/inferrsi/data/skill_library/repositories/comfy-ui/references/model-residency.md": "014c68386e7cdfdb7b4f566836e8b2ff61bd5a5a506e7b4723f83fe80c5d4de7", "src/inferrsi/data/skill_library/repositories/comfy-ui/references/repo-provenance.md": "ca996ef515af42a3ce304747fa3f12a31c00533deaace5ba2ce21aefa0a62e2e", "src/inferrsi/data/skill_library/repositories/comfy-ui/references/validation-boundaries.md": "1913dedbeb558d872d6a0e015cc11d822910c3cb259a236db29fb60ad8a64263", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "comfy-ui", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json index 4cc3a13c5..28e6b1d68 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:competitor-scan", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md": "0ede58ace65a9324a538b4816add1684f230ba536d4364fe5a5dd2c0bbed3776" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json index e39b4be97..293857796 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/metadata.json", @@ -43,7 +43,7 @@ "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md": "645139ee0c88ec865cad952e24cda35f4648d4b777b732c9b7d274b6c7830845", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/metadata.json": "db7ad368394ccbfdeff6a16e3423c300d51305b1f95ff5c3936df91738a8cc35", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/references/sources.md": "22afe4f4d77f441096cc657d55d763473bfcbea8fb531c8e493fe49ab84955f7", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "dcp-async-save-performance", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json index a6f48a8e7..0162f0a46 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", "src/inferrsi/data/skill_library/methods/dense-performance-evidence/metadata.json", @@ -39,7 +39,7 @@ "source_files": { "src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md": "53cc1867a13f54d1006d50517dea8848869ca50df3f0cd610b2424cc8d18c933", "src/inferrsi/data/skill_library/methods/dense-performance-evidence/metadata.json": "a0d1e3b17140295510a764045d1b222e19be3a3406e6d1e7dddaad49ff474490", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "dense-performance-evidence", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json index 921887fa0..6839a7140 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/metadata.json", @@ -67,7 +67,7 @@ "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/loongserve-readset.md": "f1a383e7bdbbd5a5a472d7f6e1292c8a17d4910ff736ca5a6aa422e1bee74f8c", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/orca-readset.md": "a497ef23b7e60c0fbc15d95b7e07cd20547cfe56f37c24dfe6ed70d79ef7a3cf", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/source-notes.md": "84033fd514773f10c0bddd9914fabb980497ba2b308f226a922c3e1888413827", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "diagnose-vllm-admission-pressure", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json index f81f9cbae..301b70afc 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/metadata.json", @@ -46,7 +46,7 @@ "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/references/ownership.md": "40688cc44183027efbf2fca8d3548c299cdf2e33fef54f76ab3549353eb9bd1b", "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/references/source-map.md": "10562a75683bd9bd07ec2e37a1cbd0f93f2534d6f85b55a566adb2d97485215f", "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/references/validation.md": "5a0b854b87d091d7d505b0bdd5c03330052507a851ab6edf35b93a6675f2d4f7", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md": "ce983acfb7d7d3272775e7cf00c92e4ddadd97511b602575a76e5ab7ade01b56" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json index 284b68ec5..0706671a5 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/repositories/dwarfstar/LICENSE", "src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", @@ -71,7 +71,7 @@ "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/SKILL.md": "71c27212847146376d72e6cc6d22abe2f7eed56402c5917cd7dfcda0b2aa5982", "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/references/state-contracts.md": "8f74a07c947021e3069468268f6b5aa2548a17db518c5c0505b84dde73a1f31c", "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/references/troubleshooting.md": "c9eebe4109d418c4dfb9bb2425c145ebc1a52da9b665e0556149bc31a442e2fc", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "lazy-evaluation-stream-lifetimes", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json index 55335fd30..573720499 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/repositories/lily/LICENSE", "src/inferrsi/data/skill_library/repositories/lily/NOTICE.md", @@ -77,7 +77,7 @@ "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/references/api-and-session.md": "7262bb077c24f2f7549d450473ec7944829940d09cca89db9c12f37ac90d5db0", "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/references/troubleshooting.md": "6e2f36d2f7ab9eae665d87a676e34c0ebd2f46f3df6fa5f2e589a306749a87b5", "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/scripts/request_template.py": "d6b00c9f0b38c7fb0a0e52e396993a832542ea0aa6e2456026fabc0c39a4d33a", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "mistral-rs", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlc-llm.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlc-llm.json index 86f9df2c7..9fc860ec1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlc-llm.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlc-llm.json @@ -27,8 +27,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/repositories/mlc-llm/LICENSE", "src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", @@ -97,7 +97,7 @@ "src/inferrsi/data/skill_library/repositories/mlc-llm/sub-skills/runtime-kv-limits/references/limits-and-workspace.md": "77105db95de2b8ea27ed6953b5441c8af061fb745ddb13d3904f8773fc21e879", "src/inferrsi/data/skill_library/repositories/mlc-llm/sub-skills/runtime-kv-limits/references/troubleshooting.md": "b89255fc04507185bc8bcf74de779730b009b12d13bb38ad0193205dfed8e921", "src/inferrsi/data/skill_library/repositories/mlc-llm/sub-skills/runtime-kv-limits/scripts/audit_kv_limit_declarations.py": "d82a6dda5f5931eb369003a5e1f419bfbdd82304766a18be8ea1e1849e26b77d", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "mlx-swift-lm", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json index 410a29dcd..0dd9bb415 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", @@ -54,7 +54,7 @@ }, "checkout_ref": "checkout:npu-skill-factory", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md": "74cd863df2e80dc2bda1713d24207809173a3116f30325e3487e1e3517cfec1e", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/metadata.json": "12fc9272bd5fbf02dd9b897d8ca40984b72ae54f20492ace5304711bbc4d71c3", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/references/papers-20261015/COMPARISON.md": "38587678a96581f5c2dc697d982127343565504bffa191352811dffcc165aa23", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json index 78e517ca0..3f4343aa6 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", "src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json", @@ -51,7 +51,7 @@ "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/knowledge/adaptation-interfaces.md": "5e761957cb5ecd93926e6ffc13deee7c830c6e8f0ee3c3846e9dd3b50dc74446", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/references/source-notes.md": "54d83c3713045d59a48821bcf93598374ba4a630e3891ad39498f919317c4fb8", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/updates/optimization-search-policy.md": "d3db44fa9a6831b86a02c638b323ed943e69fe256866213f10d68c72d762879e", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "optimization-search-policy", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json index 7f16720a2..850b0f8b3 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md": "2003492e4d89fde0443b180d74933e764bd1979435e109c8d26e20eb8f6e5053", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/metadata.json": "ec02995c075f0a540921f57b4846f2cafe334eb90f44389f17c3c50457c3e9c5", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/references/llama-numa-thread-readset.md": "748b254b3b043a5ddb0f480eb4a566854d27eedd7b111499863e9bf0a5a6951e", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "os-process-placement", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json index d9ed418a3..46fd4709a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/metadata.json", @@ -78,7 +78,7 @@ "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/roofline-contract.md": "419ec4bcaec45ac579a133bce083d4f48779f26e664d7a86f720fa65f343b1d1", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/roofline-example.json": "597cd3205df043cff3ae9d15924c77934e8d8eb300c00c4840f6bb2921f90faf", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/scripts/roofline.py": "524de48a6764401695fe1444f1fa3d38f363069b0cd2fba4715a86ca4b28a5d4", - 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"url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json", @@ -39,7 +39,7 @@ "source_files": { "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md": "9cd37f21fe0d862069e4798edca8a04d59f8b840e55d521901594a63dddd9ba3", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json": "92b36338b9257e2e41b95e4370694d7de52ed84bc7971056b3bfced07b0993d8", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "skill-evolution-playbook", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json index 8a484a6db..c78b7bfa7 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/repositories/splash/LICENSE", "src/inferrsi/data/skill_library/repositories/splash/SKILL.md", @@ -77,7 +77,7 @@ "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/SKILL.md": "c16f911498e116ff9b31b5a6f0ddd3ae6517b51c0e9d079c337f36a5bcac1df8", "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/references/state-and-api.md": "592603177473ac8e024b7dc19a3d3faedd7c1e0312137eab8bf9a62d2f567be6", "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/references/troubleshooting.md": "4fda461042a3de43c109d7a3cec67542c7d61fe68412bf91606220f2e13e576e", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "audit-flare-session-lifecycle", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json index 0b8050242..c1e215516 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/metadata.json", @@ -52,7 +52,7 @@ "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/papers-20261015/cases/partitioning-after-fusion.md": "4d4cabe0991eab554dcfbd4fa9c8199e61fa4767709b0c4cd646e2588bb398a2", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/papers-20261015/knowledge/attention-cost-model-boundaries.md": "5ed8f888443e38ccb72545b6025447aab7b92936f78c151fed680e582126239b", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/sources.md": "53436e0de4e6dda2d29426591bf61f8526378cdc6f9ec7967b88b1bcd4c61e6f", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "diagnose-attention-bottlenecks", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json index aff8ffcc9..0d5c6a56b 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md": "326e566fbe30d3ba04e4b50c3e87aad9df037f0ac4ad6fe129165ae97dc5f91d", "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/metadata.json": "76e34c1c64aba473a9e126b032a776417caa0f913f6ac3cf4dba3a5d123b1ee0", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "host-overhead-profiling", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json index faabfaf84..26bb4ece0 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json @@ -36,8 +36,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/80e23826ac6343b4f94c9c8f0d5b43765f2b302b/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", - "commit": "80e23826ac6343b4f94c9c8f0d5b43765f2b302b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/6b56d4138861703955da8d693929e67caf23bf88/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", + "commit": "6b56d4138861703955da8d693929e67caf23bf88", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/metadata.json", @@ -72,7 +72,7 @@ "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/source-inventory.json": "1dc09c895c970a0c9708158bcc6dd65cdb736274fd2c35d44542c70407d3849d", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/sources.md": "6b74b9e774f2a80db0860510d9e6940d36284430f29c1e124f115a9eaf25833d", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/synchronization.md": "4322f6b3c0e4368bf8c192b4ec752529767f50d19c0c38dad8fdf9cd781e41d9", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "reason-hopper-kernels", diff --git a/src/inferrsi/data/skill_library/README.md b/src/inferrsi/data/skill_library/README.md index cf0ed5f62..2dba00867 100644 --- a/src/inferrsi/data/skill_library/README.md +++ b/src/inferrsi/data/skill_library/README.md @@ -1,6 +1,6 @@ # InferRSI skill library -The English-only library contains **118 skill documents**: 74 registered roots, +The English-only library contains **119 skill documents**: 75 registered roots, 21 separately indexed engine/router documents and 23 AREX graph sub-skills. Complete procedures, metadata, references, cases and source notices ship with the package. @@ -20,7 +20,7 @@ existing resource directory. ## Read registered skills -[`skill-index.json`](skill-index.json) maps 74 stable skill IDs to their canonical +[`skill-index.json`](skill-index.json) maps 75 stable skill IDs to their canonical paths and backend scopes. Install the optional `skills` extra for these commands: ```bash @@ -137,7 +137,7 @@ scheduling/placement proposals remain separate from both implementation pins. Five repository entry skills, 15 focused sub-skills and one research router provide source-grounded procedures. These 21 documents are available through -the links and catalog records below, separately from the 74-ID registry. +the links and catalog records below, separately from the 75-ID registry. The registered ComfyUI and stable-diffusion.cpp audits are listed alongside these imports and use generated abstracts rather than runtime repository packs. diff --git a/tests/check_installed.py b/tests/check_installed.py index 95c9ca382..c21167638 100644 --- a/tests/check_installed.py +++ b/tests/check_installed.py @@ -17,7 +17,7 @@ "This check requires an installed package" ) records = knowledge_records() -assert len(records) == 122, "Knowledge is missing from the installation" +assert len(records) == 123, "Knowledge is missing from the installation" assert ( files("inferrsi") .joinpath("data", "repo_packs", "vllm_omni", "knowledge", "README.md") @@ -42,7 +42,7 @@ "package:" + record["id"], mlx_document, revision=bundle.revision ) == files("inferrsi").joinpath(*mlx_document.split("/")).read_bytes() skill_index = search_knowledge(repo="inferrsi", limit=100) -assert len(skill_index) == 74, "Missing installed skill abstracts" +assert len(skill_index) == 75, "Missing installed skill abstracts" assert all(record["index_type"] == "packaged-skill" for record in skill_index) indexed = KnowledgeReader().read("inferrsi.ascend.skills.ascend_operator_profiling") assert "data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md" in indexed.content @@ -190,7 +190,7 @@ data = resource.read_bytes().replace(b"\r\n", b"\n") assert hashlib.sha256(data).hexdigest() == expected_hash, relative registry = json.loads(library.joinpath("skill-index.json").read_text(encoding="utf-8"))["skills"] -assert len(registry) == 74 +assert len(registry) == 75 for entry in registry.values(): assert library.joinpath(*entry["path"].split("/"), "SKILL.md").is_file() router = library.joinpath("workflows", "inference-engine-research") diff --git a/tests/test_knowledge_contract.py b/tests/test_knowledge_contract.py index d9d953dc0..dafd3bf11 100644 --- a/tests/test_knowledge_contract.py +++ b/tests/test_knowledge_contract.py @@ -31,7 +31,7 @@ def test_local_profiles_preserve_core_and_structured_ownership(): assert metadata["kind"] == "skill" for readset in metadata["provenance_readsets"]: assert (sidecar.parent / readset).is_file() - assert len(normalized) == 59 + assert len(normalized) == 60 def test_local_sidecars_omit_fields_that_equal_reader_defaults(): diff --git a/tests/test_skill_index.py b/tests/test_skill_index.py index 404a11d5a..1137eba93 100644 --- a/tests/test_skill_index.py +++ b/tests/test_skill_index.py @@ -23,7 +23,7 @@ def test_complete_index_retains_metadata_states_and_unknown_license(): records = search_knowledge(repo="inferrsi", limit=100) names = {record["name"] for record in skill_records(ROOT)} registry = json.loads((ROOT / "skill-index.json").read_text(encoding="utf-8"))["skills"] - assert len(records) == len(names) == 74 + assert len(records) == len(names) == 75 assert {record["skill_metadata"]["name"] for record in records} == names states = [] for record in records: @@ -41,7 +41,7 @@ def test_complete_index_retains_metadata_states_and_unknown_license(): } assert set(record["source_files"]) == set(record["sources"][0]["paths"]) states.append(metadata.get("status")) - assert states.count("candidate") == 69 + assert states.count("candidate") == 70 assert states.count(None) == 5 profiling = next(r for r in records if r["title"] == "ascend-operator-profiling") assert profiling["skill_metadata"]["license"] == "UNKNOWN" @@ -188,7 +188,7 @@ def test_package_index_and_checkout_skill_have_distinct_read_boundaries(): assert reader.resolve("claim-contract") == "checkout:claim-contract" assert reader.read("claim-contract").metadata["kind"] == "skill" collected = reader.collect(repo="inferrsi", kind="knowledge", limit=100, material=True) - assert len(collected["items"]) == 74 + assert len(collected["items"]) == 75 assert not collected["collisions"] and not collected["omissions"] assert all(item["authority"] == "package" for item in collected["items"]) assert all("record.json" in item["resources"] for item in collected["items"]) @@ -218,9 +218,9 @@ def test_index_cli_search_show_context_and_execution_boundary(capsys): def test_hardware_filters_include_only_matching_and_shared_skills(): - for backend, count in (("ascend", 69), ("cuda", 60), ("cpu", 55)): + for backend, count in (("ascend", 70), ("cuda", 61), ("cpu", 56)): records = search_knowledge(repo="inferrsi", backend=backend, limit=100) assert len(records) == count assert all(record["backend"] in (backend, "common") for record in records) assert not (PROJECT / "skills").exists() - assert len(list(ROOT.rglob("SKILL.md"))) == 118 + assert len(list(ROOT.rglob("SKILL.md"))) == 119 diff --git a/tests/test_skill_library.py b/tests/test_skill_library.py index 9a81c962c..f64c20e3a 100644 --- a/tests/test_skill_library.py +++ b/tests/test_skill_library.py @@ -154,7 +154,7 @@ def test_library_root_exposes_only_owner_categories_and_required_entrypoints(): assert {path.name for path in LIBRARY.iterdir() if path.is_dir()} == { "hardware", "frameworks", "repositories", "methods", "workflows", } - assert len(list(LIBRARY.rglob("SKILL.md"))) == 118 + assert len(list(LIBRARY.rglob("SKILL.md"))) == 119 assert not any(path.name == "zh-CN" for path in LIBRARY.rglob("*") if path.is_dir()) references = LIBRARY / "workflows/inference-engine-research/references" assert (references / "import.md").is_file() From 49245db5221b277f5ac23b54cd0442cc5a90a568 Mon Sep 17 00:00:00 2001 From: zzh <943967662@qq.com> Date: Thu, 29 Oct 2026 10:23:31 +0800 Subject: [PATCH 4/6] chore: regenerate repo_packs projection against latest main merge Co-authored-by: Cursor --- .../repo_packs/inferrsi/knowledge/README.md | 7 +++-- .../ascend-aclgraph-capture-replay.json | 6 ++-- .../ascend/skills/ascend-device-health.json | 6 ++-- .../skills/ascend-distributed-parallel.json | 6 ++-- .../ascend/skills/ascend-graph-mode.json | 6 ++-- .../skills/ascend-model-adaptation.json | 6 ++-- .../skills/ascend-operator-profiling.json | 6 ++-- .../ascend/skills/ascend-operator-tuning.json | 6 ++-- .../skills/ascend-optimization-casebook.json | 6 ++-- .../skills/ascend-performance-analysis.json | 6 ++-- .../ascend-video-diffusion-optimization.json | 31 ++++++++++--------- .../ascend/skills/ascendc-tiling-design.json | 6 ++-- .../skills/cann-attribution-overlap.json | 6 ++-- .../torchnpu-device-memory-lifecycle.json | 6 ++-- ...torchnpu-pinned-host-memory-lifecycle.json | 6 ++-- .../skills/assess-serving-preemption.json | 6 ++-- .../assess-split-backward-schedule.json | 6 ++-- .../skills/audit-fixed-workload-claim.json | 6 ++-- .../audit-h3-metal-fasth3-semantics.json | 6 ++-- .../skills/audit-h3-runtime-residency.json | 6 ++-- .../skills/audit-llama-runtime-state.json | 6 ++-- .../audit-recurrent-kv-finalization.json | 6 ++-- .../common/skills/audit-sd-cpp-residency.json | 6 ++-- .../audit-sglang-diffusion-lifetimes.json | 6 ++-- .../skills/audit-vllm-kv-lifetimes.json | 6 ++-- .../bound-windowed-attention-replay.json | 6 ++-- .../budget-speculative-verification.json | 6 ++-- .../skills/calibrate-serving-simulation.json | 6 ++-- .../skills/cgroup-resource-controls.json | 6 ++-- .../checkpoint-recovery-consistency.json | 6 ++-- .../skills/choose-parallel-training-plan.json | 6 ++-- .../skills/cite-check-downstream-pr.json | 6 ++-- .../common/skills/claim-contract.json | 6 ++-- .../knowledge/common/skills/comfy-ui.json | 6 ++-- .../common/skills/competitor-scan.json | 6 ++-- .../skills/dcp-async-save-performance.json | 6 ++-- .../skills/dense-performance-evidence.json | 6 ++-- .../diagnose-vllm-admission-pressure.json | 6 ++-- .../skills/diffusers-invocation-state.json | 6 ++-- .../common/skills/draft-acceptance-issue.json | 6 ++-- .../knowledge/common/skills/dwarfstar.json | 6 ++-- .../evaluate-elastic-serving-placement.json | 6 ++-- .../skills/generation-cache-lifecycle.json | 6 ++-- .../common/skills/host-memory-management.json | 6 ++-- .../skills/host-overhead-optimization.json | 6 ++-- .../knowledge/common/skills/husky.json | 6 ++-- .../skills/inference-benchmark-design.json | 6 ++-- .../inference-optimization-casebook.json | 6 ++-- .../common/skills/kernel-writing-guide.json | 6 ++-- .../common/skills/kv-tier-management.json | 6 ++-- .../lazy-evaluation-stream-lifetimes.json | 6 ++-- .../knowledge/common/skills/lily.json | 6 ++-- .../knowledge/common/skills/mistral-rs.json | 6 ++-- .../knowledge/common/skills/mlc-llm.json | 6 ++-- .../knowledge/common/skills/mlx-swift-lm.json | 6 ++-- .../common/skills/npu-skill-factory.json | 6 ++-- .../skills/optimization-search-policy.json | 6 ++-- .../common/skills/os-process-placement.json | 6 ++-- .../skills/performance-ceiling-analysis.json | 6 ++-- .../skills/plan-activation-residency.json | 6 ++-- .../knowledge/common/skills/project-maya.json | 6 ++-- .../skills/repository-evolution-analysis.json | 6 ++-- .../knowledge/common/skills/rsi-evidence.json | 6 ++-- .../skills/skill-evolution-playbook.json | 6 ++-- .../knowledge/common/skills/splash.json | 6 ++-- .../common/skills/storage-io-measurement.json | 6 ++-- .../skills/training-input-pipeline.json | 6 ++-- .../skills/training-resource-budget.json | 6 ++-- .../skills/video-diffusion-optimization.json | 4 +-- .../knowledge/common/skills/vllm-metal.json | 6 ++-- .../skills/weight-loading-optimization.json | 6 ++-- .../cuda/skills/audit-afd-p2p-exchanges.json | 6 ++-- .../skills/audit-flare-session-lifecycle.json | 6 ++-- .../diagnose-attention-bottlenecks.json | 6 ++-- .../cuda/skills/host-overhead-profiling.json | 6 ++-- .../cuda/skills/reason-hopper-kernels.json | 6 ++-- 76 files changed, 242 insertions(+), 238 deletions(-) diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index 9ff5ef396..dd0d48978 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md @@ -1,6 +1,6 @@ # InferRSI skill discovery index -Generated abstracts for all 74 registered skills in `data/skill_library/`. +Generated abstracts for all 75 registered skills in `data/skill_library/`. Their complete procedures, references and cases ship in the same package. `skill-index.json` maps stable skill IDs to categorized directories. The reference and searchspace matrices @@ -15,7 +15,7 @@ These are knowledge abstracts (`--kind knowledge`), with namespaced package IDs distinct from explicitly selected `checkout_ref` skills. Ascend/CUDA procedures use their corresponding backend; shared methods use `common`. -Source snapshot: [fb8ced458c8dda6fa0614e35216e502365aea709](https://github.com/InferMatrixLab/InferRSI/tree/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library). +Source snapshot: [ff46425b497e409f8ee84e44b7475500e2c2f5f8](https://github.com/InferMatrixLab/InferRSI/tree/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library). ```bash inferrsi knowledge search 'profiling' --repo-type inferrsi --limit 50 @@ -29,7 +29,7 @@ contain the current input paths and bytes (Git checkout filters are respected). ```bash python tools/build_skill_index.py --source-revision -python tools/build_skill_index.py --source-revision fb8ced458c8dda6fa0614e35216e502365aea709 --check +python tools/build_skill_index.py --source-revision ff46425b497e409f8ee84e44b7475500e2c2f5f8 --check ``` `--check` detects missing, stale and unexpected generated records without writing. @@ -109,5 +109,6 @@ References and cases ship with their owning skill, not as duplicate knowledge ab | [torchnpu-pinned-host-memory-lifecycle](ascend/skills/torchnpu-pinned-host-memory-lifecycle.json) | ascend | candidate | | [training-input-pipeline](common/skills/training-input-pipeline.json) | common | candidate | | [training-resource-budget](common/skills/training-resource-budget.json) | common | candidate | +| [video-diffusion-optimization](common/skills/video-diffusion-optimization.json) | common | candidate | | [vllm-metal](common/skills/vllm-metal.json) | common | candidate | | [weight-loading-optimization](common/skills/weight-loading-optimization.json) | common | candidate | diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json index fe5a3a1dd..645dfeb30 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json", @@ -41,7 +41,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md": "d494fc7e539cbb7388189bd7b3f04bb5c4983fdd7a82484348aad1cee7f741f2", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json": "71c68431663ed2336cccc985a354adab6b13b4cfd6123a18a5d8d53c28268509", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/references/source-notes.md": "6ffbfb68cc7e04923b4fbca2a73a7555b7c3b45a6f40819bb5f3213ef05cf88d", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-aclgraph-capture-replay", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json index 361422956..69335ec85 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json", @@ -41,7 +41,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md": "03829039860ece35519f2e4c339a48b5014ec25e07a2c150a3efb6a3a4e35b4a", "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json": "80d80c15514919826fa72d6f6cf26b76db8accd85d21187fc239232ca454e7bf", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-device-health", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json index cca70158f..1e44b6598 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md": "4ce9dcadd1ae3c7a8cc633336760d0a3c382f354f1b7028e3a10d28fa0d0c9fa", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/metadata.json": "b6cb25879b1bca5f5af08b48776f2e664cf5dcd11a0efb1c4f56879e2afa9006", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/references/awesome-ascend-communication-tests.md": "0cb27a3d24409171bb414d7ebf0c49ad62be5f46482f29624695496ba9eb3e63", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-distributed-parallel", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json index 08cc8b5e7..d979aa1c9 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md": "9203cc5a14a1d65df5fbf275734b93be023e06527459b2f79864f28a338cb44a", "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json": "72b41e7845915d34b09219624e82976386f3125816293540c2c38143fe6b477f", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-graph-mode", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json index 305e9329a..9c83883f6 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md": "8fdf46fb2743b67a66bc069d22a45305a222debfb606777bc451b4b8f31d9cc6", "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json": "be681a3206e5e183b4c9670c9d7784bcffce18c891449e5b15f94ca5f1324b9a", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-model-adaptation", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json index 534d7a1b4..26a222a1b 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json", @@ -41,7 +41,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md": "401981cf7828edcab0c9ea882f7ecd83badfa3c2a95006e912cf99d67b3d6a12", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json": "efd37bb23acb500dad4ec8ebe7ddfe5c3f196374052825f923ac85da8445f06b", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-operator-profiling", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json index 4057e2542..7bf850308 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md": "38b151bc6b4e9734c6fa41efb7a30343559400c0c75bbdd26bd8a968b8ea4592", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json": "04d2002fc8a0a7becf86b0b73daaf2da8716ab466d7f988da43d41a10f26680e", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-operator-tuning", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json index 4ac1323e3..f4228a7fa 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md": "647f5e9a288f2c4e1617ba53df59d9d827df749eb4fe86182d21a9c41175caf8", "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json": "f425f7c1abbd616387273e8932c6bd02f4b1da012f099286ad4171e0f6037b22", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-optimization-casebook", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json index 99e345b11..b165bd1c8 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json": "9e705625c8308013c287576b0247da6f6116d817a4a535cbecff80abd6ea35ee", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-CANN-2.0-LICENSE.md": "89b1c114df62cfd183004f38d18d07f186436c3b37203dd69c3e84becf9d2282", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-stage-evidence.md": "f56e4125325c9c1b9235a1d64fd732861c7686444492422daff44ba8dd648be4", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-performance-analysis", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json index 8aa62e8fc..5756779c7 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json @@ -8,7 +8,7 @@ "component": "skills", "scenario": "skills.discovery", "status": "imported", - "summary": "Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs.", + "summary": "Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.", "tags": [ "ascend", "npu", @@ -26,17 +26,15 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/references/field-notes-video-diffusion.md", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py", "src/inferrsi/data/skill_library/skill-index.json" ], - "content_sha256": "bb08bb6de8b2c818dbcbcca9da649da5d4ae99b6771aaad6eba32d5f4b25f935" + "content_sha256": "53c21e64f0dd47f9510faef1f2c01e1283899787ba7ebfe70cdabd8e57a76f00" } ], "index_type": "packaged-skill", @@ -45,16 +43,14 @@ }, "checkout_ref": "checkout:ascend-video-diffusion-optimization", "source_files": { - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md": "bb08bb6de8b2c818dbcbcca9da649da5d4ae99b6771aaad6eba32d5f4b25f935", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json": "1a37f1d136612143ddab8f0cbbf424c80433b4da5312edb18d07c0b9d87ef657", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json": "8622da20f59c40d798e57ff9e8c8dff69137854d79dd6ed883c1a5558d3d4f92", + "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md": "53c21e64f0dd47f9510faef1f2c01e1283899787ba7ebfe70cdabd8e57a76f00", + "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json": "8c2b364298330751fd1252516159b16c27e90354e2a724782d2851e68e43cdb3", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/references/field-notes-video-diffusion.md": "dadac7b23462fdc325218c72ddf8a2ac553151761a5d3e45b854b53d2c8c6908", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py": "9e84df051e03d567746fd73ae7243efb2f3c5ec806fef824d3c4d42a8eb9704c", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascend-video-diffusion-optimization", - "description": "Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs.", + "description": "Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.", "schema_version": 1, "profile": "local-skill-v1", "kind": "skill", @@ -81,10 +77,11 @@ }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "limitations": [ + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", @@ -93,11 +90,16 @@ "provenance_readsets": [ "references/field-notes-video-diffusion.md" ], + "references": [ + "../../../methods/video-diffusion-optimization/SKILL.md", + "../../../methods/video-diffusion-optimization/scripts/evaluate_target.py", + "../../../methods/video-diffusion-optimization/assets/campaign.template.json" + ], "consumption_mode": "packaged" }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "recommendations": [ @@ -109,6 +111,7 @@ "The imported status describes this index, not the original skill; its declared status is candidate.", "Reading or indexing does not authorize execution, validate efficacy, promote a candidate or grant a license.", "The backend categorizes the procedure's hardware dependency; it does not certify compatibility, and skills.discovery is a discovery scenario.", + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json index 8e21b182d..8f10229af 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md": "93aa1b775ced304cebfe6c4dec0503ddb2260ecb3cb01edc17ce329446c5ce2b", "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/metadata.json": "f6d94f104cb70969024b2f4542078a240e200712c66279eca8b94f60bee1dd71", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "ascendc-tiling-design", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json index 80ebd9748..417495c0c 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md": "0e6f094dc554abea12e07def50f20b233b47127779a8aefad595b4ab1efd24c2", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json": "acccc8eb86de0df6caf78a9b3c6db76a2a686adc4a5ba0029a4d62d50ff9a8f8", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "cann-attribution-overlap", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json index 66a359d6b..914d1ab00 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/metadata.json", @@ -42,7 +42,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md": "8428df7157af024fa17cfe0b3818ed54bd9f468306dda46eb8d4f0edf4f3f230", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/metadata.json": "c650dce88c07b636d68e063dbda4d319f6f7f3ecbcdd5e47f393cbfc3af7c71d", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/references/source-notes.md": "80cba4d3a884e7ee2618326cf74b9f9c3a34e4d9cf443707f6bbe673f2d5ba65", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "torchnpu-device-memory-lifecycle", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json index 79450e7dc..65f9abc12 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/metadata.json", @@ -42,7 +42,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md": "23e93ea7c98f99743509fdc04139d78ed2e7123c63e80b366c6beaba7eb70d0d", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/metadata.json": "97836a38465106d816a9ace894a7b277d6d330f9accade8f8493ce6f0fb57ef9", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/references/source-notes.md": "435193590b4a2ba32e2e4c6fa9d7e8f889528d412cbbb48e35ec5433f7dab384", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "torchnpu-pinned-host-memory-lifecycle", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json index ebc0907ef..c63dcddd1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", "src/inferrsi/data/skill_library/methods/assess-serving-preemption/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md": "0a5f48d9352c5bf460775ef47f9136829978811f4a16e84983e299782cae305d", "src/inferrsi/data/skill_library/methods/assess-serving-preemption/metadata.json": "77ce5ba16245cbd80d46d0abdf80aaf26fc0924fa2d2a5624ff430de68a1daf0", "src/inferrsi/data/skill_library/methods/assess-serving-preemption/references/source-notes.md": "f29fcecfba0490008a354c11b42403983fe165e56ff907ad61cc6040d2b6407f", - 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"commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/deepinfer/bound-windowed-attention-replay/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/deepinfer/bound-windowed-attention-replay/SKILL.md", "src/inferrsi/data/skill_library/repositories/deepinfer/bound-windowed-attention-replay/metadata.json", @@ -45,7 +45,7 @@ "src/inferrsi/data/skill_library/repositories/deepinfer/bound-windowed-attention-replay/metadata.json": "014be24d0e669f4acbc0717dc323eec784026cf185186619d5a19d6d84496131", "src/inferrsi/data/skill_library/repositories/deepinfer/bound-windowed-attention-replay/references/source-notes.md": "fd917bd5ac80bee9c9f4525f8e0300f6d67dc144e2a16632af42a67f3d53d098", "src/inferrsi/data/skill_library/repositories/deepinfer/bound-windowed-attention-replay/references/validation.md": "60e71e70c5519bcdf6c171eec2be2f342e8801bedd746d6005f11adc646dfaff", - 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"commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/SKILL.md", "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/metadata.json", @@ -45,7 +45,7 @@ "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/metadata.json": "4d68bf4c1767eaee12ade963bbd551d0e61d1bcd81a984bb02fd3aae46965919", "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/references/source-notes.md": "6fa955022f16cd598f44fd6521901d1cb868b06cec545cabe2b82769a641b5d6", "src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/references/validation.md": "673d93f6700052974b340fab25b3438e0e6344960569ac9abec7d7720f662288", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "choose-parallel-training-plan", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json index aec71a067..4c1d1f0a5 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:cite-check-downstream-pr", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md": "485932cdf3b1fba5dc69be73e75d38f86a7b79442d26e82a296c963a7598d226" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json index d2fa48810..a399c5756 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:claim-contract", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md": "3af1dbbe81d91cb05fc2ef15a2ae25d7592a08558e1a5535f49c52f33a488c55" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json index d3c754837..d73a08706 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/comfy-ui/LICENSE", "src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", @@ -50,7 +50,7 @@ "src/inferrsi/data/skill_library/repositories/comfy-ui/references/model-residency.md": "014c68386e7cdfdb7b4f566836e8b2ff61bd5a5a506e7b4723f83fe80c5d4de7", "src/inferrsi/data/skill_library/repositories/comfy-ui/references/repo-provenance.md": "ca996ef515af42a3ce304747fa3f12a31c00533deaace5ba2ce21aefa0a62e2e", "src/inferrsi/data/skill_library/repositories/comfy-ui/references/validation-boundaries.md": "1913dedbeb558d872d6a0e015cc11d822910c3cb259a236db29fb60ad8a64263", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "comfy-ui", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json index 9a9212ad3..dcb0bed3e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:competitor-scan", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md": "0ede58ace65a9324a538b4816add1684f230ba536d4364fe5a5dd2c0bbed3776" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json index 847cc5210..4aee19ad1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/metadata.json", @@ -43,7 +43,7 @@ "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md": "645139ee0c88ec865cad952e24cda35f4648d4b777b732c9b7d274b6c7830845", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/metadata.json": "db7ad368394ccbfdeff6a16e3423c300d51305b1f95ff5c3936df91738a8cc35", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/references/sources.md": "22afe4f4d77f441096cc657d55d763473bfcbea8fb531c8e493fe49ab84955f7", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "dcp-async-save-performance", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json index dacef1ffe..4011d30f6 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", "src/inferrsi/data/skill_library/methods/dense-performance-evidence/metadata.json", @@ -39,7 +39,7 @@ "source_files": { "src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md": "53cc1867a13f54d1006d50517dea8848869ca50df3f0cd610b2424cc8d18c933", "src/inferrsi/data/skill_library/methods/dense-performance-evidence/metadata.json": "a0d1e3b17140295510a764045d1b222e19be3a3406e6d1e7dddaad49ff474490", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "dense-performance-evidence", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json index 38e02d80f..218f10323 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/metadata.json", @@ -67,7 +67,7 @@ "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/loongserve-readset.md": "f1a383e7bdbbd5a5a472d7f6e1292c8a17d4910ff736ca5a6aa422e1bee74f8c", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/orca-readset.md": "a497ef23b7e60c0fbc15d95b7e07cd20547cfe56f37c24dfe6ed70d79ef7a3cf", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/source-notes.md": "84033fd514773f10c0bddd9914fabb980497ba2b308f226a922c3e1888413827", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "diagnose-vllm-admission-pressure", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json index fb815283d..3dcd4e83a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/metadata.json", @@ -46,7 +46,7 @@ "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/references/ownership.md": "40688cc44183027efbf2fca8d3548c299cdf2e33fef54f76ab3549353eb9bd1b", "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/references/source-map.md": "10562a75683bd9bd07ec2e37a1cbd0f93f2534d6f85b55a566adb2d97485215f", "src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/references/validation.md": "5a0b854b87d091d7d505b0bdd5c03330052507a851ab6edf35b93a6675f2d4f7", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "diffusers-invocation-state", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/draft-acceptance-issue.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/draft-acceptance-issue.json index a2680e9f0..5374f0805 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/draft-acceptance-issue.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/draft-acceptance-issue.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:draft-acceptance-issue", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md": "ce983acfb7d7d3272775e7cf00c92e4ddadd97511b602575a76e5ab7ade01b56" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json index 951ad1945..ec1a72e3b 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/dwarfstar/LICENSE", "src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", @@ -71,7 +71,7 @@ "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/SKILL.md": "71c27212847146376d72e6cc6d22abe2f7eed56402c5917cd7dfcda0b2aa5982", "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/references/state-contracts.md": "8f74a07c947021e3069468268f6b5aa2548a17db518c5c0505b84dde73a1f31c", "src/inferrsi/data/skill_library/repositories/dwarfstar/sub-skills/serving-state/references/troubleshooting.md": "c9eebe4109d418c4dfb9bb2425c145ebc1a52da9b665e0556149bc31a442e2fc", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "mlx-swift-lm", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json index 7c82e56ba..7c9cdc8d1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", @@ -54,7 +54,7 @@ }, "checkout_ref": "checkout:npu-skill-factory", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md": "74cd863df2e80dc2bda1713d24207809173a3116f30325e3487e1e3517cfec1e", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/metadata.json": "12fc9272bd5fbf02dd9b897d8ca40984b72ae54f20492ace5304711bbc4d71c3", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/references/papers-20261015/COMPARISON.md": "38587678a96581f5c2dc697d982127343565504bffa191352811dffcc165aa23", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json index b418f9422..2b3d815c3 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", "src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json", @@ -51,7 +51,7 @@ "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/knowledge/adaptation-interfaces.md": "5e761957cb5ecd93926e6ffc13deee7c830c6e8f0ee3c3846e9dd3b50dc74446", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/references/source-notes.md": "54d83c3713045d59a48821bcf93598374ba4a630e3891ad39498f919317c4fb8", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/updates/optimization-search-policy.md": "d3db44fa9a6831b86a02c638b323ed943e69fe256866213f10d68c72d762879e", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "optimization-search-policy", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json index bd3580044..eabbcf94c 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md": "2003492e4d89fde0443b180d74933e764bd1979435e109c8d26e20eb8f6e5053", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/metadata.json": "ec02995c075f0a540921f57b4846f2cafe334eb90f44389f17c3c50457c3e9c5", "src/inferrsi/data/skill_library/hardware/host/os-process-placement/references/llama-numa-thread-readset.md": "748b254b3b043a5ddb0f480eb4a566854d27eedd7b111499863e9bf0a5a6951e", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "performance-ceiling-analysis", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json index bb3a67465..e0100182a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", "src/inferrsi/data/skill_library/methods/plan-activation-residency/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md": "542d8a1e6963f5019986e1fbd79d3a247a045a51487c09313026087ac457c15e", "src/inferrsi/data/skill_library/methods/plan-activation-residency/metadata.json": "c6acae57d70190cea0e18c71c79127962181e58169e011df75d8635b3db4daa7", "src/inferrsi/data/skill_library/methods/plan-activation-residency/references/source-notes.md": "5ff52655cfd06fcf970ed2a7d4d4fe1c31115b102af2d41497de0c74848ed2b3", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "plan-activation-residency", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/project-maya.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/project-maya.json index 3f00f4192..be661ca36 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/project-maya.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/project-maya.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/project-maya/LICENSE", "src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", @@ -83,7 +83,7 @@ "src/inferrsi/data/skill_library/repositories/project-maya/sub-skills/serving-state/references/native-state.md": "e5a7ee5e777998db0fb5422cf5b1ab18dbd67b4cbbfcfd6628ed6e40d8709c61", "src/inferrsi/data/skill_library/repositories/project-maya/sub-skills/serving-state/references/troubleshooting.md": "97dea7b2d26fe165d2f64a1a63c91d099dddb2d3b95c16b667f5173b3ffa9d2d", "src/inferrsi/data/skill_library/repositories/project-maya/sub-skills/serving-state/scripts/request_template.py": "d91b03fbbd7003012a92bd7259d39604b9a91ee5707da2d3366e7c0fb47edd6a", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "project-maya", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json index 5510bfcf6..abbfc0f6f 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/metadata.json", @@ -41,7 +41,7 @@ "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md": "7b2d015481e9154c9fb20ecb56ae7f55e30d2aa2fb8cf86f18505a27f5487cd3", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/metadata.json": "d0e4d6950250e4cec43d82e23324c9301a925d4c22be30b4d2713d790cb6504b", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/references/capability-presence-audit.md": "c21eb4a6aabe811a49a6540a34c54dbcfdcf7efae3052a79b54034c7838026a5", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "repository-evolution-analysis", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json index b0a170931..110f1bac9 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", @@ -38,7 +38,7 @@ }, "checkout_ref": "checkout:rsi-evidence", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md": "08f76e12f6f8e8893f03bcdc8152a96c0c99442e7faecbc2a67a18c632fcb243", "src/inferrsi/data/skill_library/workflows/rsi-evidence/references/loopx-goal-governance/LICENSE": "cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30", "src/inferrsi/data/skill_library/workflows/rsi-evidence/references/loopx-goal-governance/LICENSE-MIT.md": "1df1cf519b9e5d8acbbc72820299d7aa95afa1acbfc1f43a15109ad1d59975f3", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json index 187a6285f..5f0c51c85 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json", @@ -39,7 +39,7 @@ "source_files": { "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md": "9cd37f21fe0d862069e4798edca8a04d59f8b840e55d521901594a63dddd9ba3", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json": "92b36338b9257e2e41b95e4370694d7de52ed84bc7971056b3bfced07b0993d8", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "skill-evolution-playbook", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json index b99c47efb..3ae2b3e36 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/splash/LICENSE", "src/inferrsi/data/skill_library/repositories/splash/SKILL.md", @@ -77,7 +77,7 @@ "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/SKILL.md": "c16f911498e116ff9b31b5a6f0ddd3ae6517b51c0e9d079c337f36a5bcac1df8", "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/references/state-and-api.md": "592603177473ac8e024b7dc19a3d3faedd7c1e0312137eab8bf9a62d2f567be6", "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/references/troubleshooting.md": "4fda461042a3de43c109d7a3cec67542c7d61fe68412bf91606220f2e13e576e", - 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"url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/repositories/vllm-metal/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/vllm-metal/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/vllm-metal/LICENSE", "src/inferrsi/data/skill_library/repositories/vllm-metal/SKILL.md", @@ -86,7 +86,7 @@ "src/inferrsi/data/skill_library/repositories/vllm-metal/sub-skills/qualification/references/speculation-and-pipeline.md": "64faced7f31d489e9b0c4b9523a803ff1a76dca0f9315bdc6d0b83935bd338a4", "src/inferrsi/data/skill_library/repositories/vllm-metal/sub-skills/qualification/references/troubleshooting.md": "a2e85696120ffc2af4249ac9c1e1b96320e02287e5099577c0474c025ab4f5f6", "src/inferrsi/data/skill_library/repositories/vllm-metal/sub-skills/qualification/scripts/summarize_serving_records.py": "78e660a13a6a6941d006cb11fc2f401a34f489e54273860ae6a208dca6a6a3c2", - 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"src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "weight-loading-optimization", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json index 14bedc6b3..30929df0c 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/metadata.json", @@ -45,7 +45,7 @@ "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/metadata.json": "4e6100dfb9fc7bc00b19915f4fd38ad509704f2a609c658adf4d632d4e05b6c1", "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/references/afd-plugin-LICENSE.md": "0e8566ea362276878e1f38f97da49964dbea301c15d4aa9d727f97a4c39fd943", "src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/references/source-notes.md": "5073d87450cb60d1b245308dff8807e73749c07de976d50f2fa26694fad81a72", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "audit-afd-p2p-exchanges", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-flare-session-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-flare-session-lifecycle.json index 853c2e6c9..aba8fe4d0 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-flare-session-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-flare-session-lifecycle.json @@ -29,8 +29,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/LICENSE", "src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/SKILL.md", @@ -57,7 +57,7 @@ "src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/references/lifecycle.md": "107ebe3c22e5dba8007c3b8ea61149f10bc55c51b557a4230f3e5de859bb0f7c", "src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/references/source-ledger.json": "61e51a97ffd7c1fa7866bdd440b024d0c5e0065635ac8d0ba53d2c69c7f9e470", "src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/references/source-notes.md": "fc7ceb819b91ef1731d8b7783f543c92ef6bb5c97ef5f897c055824f8a560168", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "audit-flare-session-lifecycle", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json index b4871cb2d..9e067c1ca 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/metadata.json", @@ -52,7 +52,7 @@ "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/papers-20261015/cases/partitioning-after-fusion.md": "4d4cabe0991eab554dcfbd4fa9c8199e61fa4767709b0c4cd646e2588bb398a2", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/papers-20261015/knowledge/attention-cost-model-boundaries.md": "5ed8f888443e38ccb72545b6025447aab7b92936f78c151fed680e582126239b", "src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/references/sources.md": "53436e0de4e6dda2d29426591bf61f8526378cdc6f9ec7967b88b1bcd4c61e6f", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "diagnose-attention-bottlenecks", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json index 8b4226d60..1b12d98ea 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md": "326e566fbe30d3ba04e4b50c3e87aad9df037f0ac4ad6fe129165ae97dc5f91d", "src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/metadata.json": "76e34c1c64aba473a9e126b032a776417caa0f913f6ac3cf4dba3a5d123b1ee0", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "host-overhead-profiling", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json index d5396b6a5..16d26f6bd 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json @@ -36,8 +36,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fb8ced458c8dda6fa0614e35216e502365aea709/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", - "commit": "fb8ced458c8dda6fa0614e35216e502365aea709", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/ff46425b497e409f8ee84e44b7475500e2c2f5f8/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", + "commit": "ff46425b497e409f8ee84e44b7475500e2c2f5f8", "paths": [ "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/metadata.json", @@ -72,7 +72,7 @@ "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/source-inventory.json": "1dc09c895c970a0c9708158bcc6dd65cdb736274fd2c35d44542c70407d3849d", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/sources.md": "6b74b9e774f2a80db0860510d9e6940d36284430f29c1e124f115a9eaf25833d", "src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/references/synchronization.md": "4322f6b3c0e4368bf8c192b4ec752529767f50d19c0c38dad8fdf9cd781e41d9", - "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + "src/inferrsi/data/skill_library/skill-index.json": "510acd09cc96b1e074598c552b2a4eb588b9b484dda81639b98a2e1bfd0a5295" }, "skill_metadata": { "name": "reason-hopper-kernels", From b257755292ed00ae4105339c2935c0d358bb1b84 Mon Sep 17 00:00:00 2001 From: zzh <943967662@qq.com> Date: Thu, 29 Oct 2026 11:15:55 +0800 Subject: [PATCH 5/6] chore: regenerate skill coverage view for the common skeleton The reverse coverage inventory still listed 74 registered skills after video-diffusion-optimization was added, so full-check failed on docs/skill-coverage.md drift. Co-authored-by: Cursor --- docs/skill-coverage.md | 25 +++++++++++++------------ 1 file changed, 13 insertions(+), 12 deletions(-) diff --git a/docs/skill-coverage.md b/docs/skill-coverage.md index f6bd82f79..7b9f0464d 100644 --- a/docs/skill-coverage.md +++ b/docs/skill-coverage.md @@ -4,7 +4,7 @@ Generated from the registry, the skill sidecars and the two maintained matrices. **Do not edit by hand**; regenerate after any registry, skill, matrix or frozen-plan change. -- Input digest: `sha256:fd1e4822b396b36d797ca8fddddf183aa320b00b751db3530bc8de0d9e3929d3` +- Input digest: `sha256:e0883790b2317883712f29c77e79b0ecc99260bcc1bafdb2bf9e86dde540d13c` - Regenerate: `python tools/build_skill_coverage.py` - Verify without writing: `python tools/build_skill_coverage.py --check` @@ -31,16 +31,16 @@ matrix: every field is copied from an owner that already maintains it. | Measure | Value | |---|---| -| Registered skill ids | 74 | -| By category | frameworks 3, hardware 22, methods 19, repositories 24, workflows 6 | -| By backend | ascend 14, common 55, cuda 5 | +| Registered skill ids | 75 | +| By category | frameworks 3, hardware 22, methods 20, repositories 24, workflows 6 | +| By backend | ascend 14, common 56, cuda 5 | | Recorded on a numbered SearchSpace resource layer | 48 | | Recorded only in a supplementary guidance table (†) | 12 | | Recorded on two or more resource layers | 24 | | Recorded in the Reference Matrix | 67 | -| With a `metadata.json` sidecar | 69 | +| With a `metadata.json` sidecar | 70 | | Selected by a frozen evaluation plan | 2 | -| `SKILL.md` documents in the library | 118 | +| `SKILL.md` documents in the library | 119 | | Unregistered documents (excluded from every count above) | 44 | A complete inventory is not a coverage claim. Every registered row below @@ -60,7 +60,7 @@ optimization is fully covered or that any procedure has measured benefit. | [ascend-operator-tuning](../src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md) | ascend | Run a staged, accuracy-gated tuning campaign on a single Ascend NPU operator: set a numeric target up front, block ... | 1 Accelerator · Optimize | 1 · Systems sources (ascend-ai-coding/awesome-ascend-skills @ 75ec89c) | candidate · not_run · 0 readset(s) | no-eval | | [ascend-optimization-casebook](../src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md) | ascend | Casebook of NPU optimization cases for Ascend inference systems: symptom → diagnosis → action → evidence records for ... | 1 Accelerator · Optimize / Verify | 1 · Systems sources (Ascend/MindIE-SD @ 8481d39) | candidate · not_run · 0 readset(s) | no-eval | | [ascend-performance-analysis](../src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md) | ascend | Diagnose performance bottlenecks on Ascend NPU systems using CANN profiling data. Maps GPU profiling concepts (nsys ... | 1 Accelerator · Observe / Profile / Diagnose / Verify
4 Network · Observe / Profile / Diagnose / Verify
5 OS · Diagnose | 1 · Systems sources (Ascend/MindIE-SD @ 8481d39)
1 · Systems sources (cann/cannbot @ `c0e2ad23ee1a73e3c0f84c8df1cc459e2aae3110` (selected ...) | candidate · not_run · 1 readset(s) | no-eval | -| [ascend-video-diffusion-optimization](../src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md) | ascend | Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or ... | — | — | candidate · not_run · 1 readset(s) | no-SearchSpace-layer, no-Reference-Matrix-row, no-eval | +| [ascend-video-diffusion-optimization](../src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md) | ascend | Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic ... | — | — | candidate · not_run · 1 readset(s) | no-SearchSpace-layer, no-Reference-Matrix-row, no-eval | | [ascendc-tiling-design](../src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md) | ascend | Design tiling for a custom AscendC operator: normalize the shape first (axis-collapse or flatten), answer the ... | 1 Accelerator · Optimize | 1 · Systems sources (ascend-ai-coding/awesome-ascend-skills @ 75ec89c) | candidate · not_run · 0 readset(s) | no-eval | | [cann-attribution-overlap](../src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md) | ascend | Attribute NPU trace kernels to model source and plan bounded multistream overlap: select a representative step, map ... | 1 Accelerator · Observe / Profile / Diagnose / Optimize / Verify
4 Network · Diagnose / Optimize / Verify | 1 · Systems sources (cann/oam-tools @ `8440935f` (!302 import; later master `f3cf4115` ...) | candidate · not_run · 0 readset(s) | no-eval | | [cgroup-resource-controls](../src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md) | common | Diagnose and configure cgroup v2 resource controls for serving/training workloads: distinguish quota stalls from ... | 2 RAM/Host · Observe / Profile / Configure / Verify
5 OS · Observe / Profile / Diagnose / Configure / Optimize / Verify | 1 · Systems sources (Linux cgroup v2 docs — kernel.org live 2026-10-15 (revision ...) | candidate · not_run · 0 readset(s) | no-eval | @@ -111,7 +111,7 @@ optimization is fully covered or that any procedure has measured benefit. | [splash](../src/inferrsi/data/skill_library/repositories/splash/SKILL.md) | common | Investigate Splash model-format compatibility, automatic memory planning, Metal and ANE execution, DFlash2 ... | — | Splash portable AREX extraction (incoai/splash @ `39a97385f8560cf8a93972cec9b0a963c9195250`; AREX ...) | candidate · partial_cpu_only · 2 readset(s) | no-SearchSpace-layer, no-eval | | [vllm-metal](../src/inferrsi/data/skill_library/repositories/vllm-metal/SKILL.md) | common | Investigate vllm-metal Apple inference through platform and native-ABI selection, paged KV/offload ownership ... | 1 Accelerator † guidance: vLLM Metal selected source contracts
2 RAM/Host † guidance: vLLM Metal selected source contracts
3 SSD † guidance: vLLM Metal selected source contracts | vLLM Metal portable AREX source and CPU extraction (vllm-project/vllm-metal @ `e7df7a6ff215f99c7842552d230fdbc709835934` ...) | candidate · partial_cpu_only · 2 readset(s) | no-eval | -## Registered: Methods (19) +## Registered: Methods (20) | Skill | Backend | Declared task | SearchSpace layer / stage | Reference Matrix | State | Gaps | |---|---|---|---|---|---|---| @@ -133,6 +133,7 @@ optimization is fully covered or that any procedure has measured benefit. | [skill-evolution-playbook](../src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md) | common | Practical design choices for evolving agent skills from execution traces: when one trajectory should update a skill ... | — | 2 · Methodology and corpus references (Qwen-Applications/Trace2Skill @ 3d0b52a)
2 · Methodology and corpus references (microsoft/SkillOpt @ 343db22) | candidate · not_run · 0 readset(s) | no-SearchSpace-layer, no-eval | | [training-input-pipeline](../src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md) | common | Diagnose training input stalls and choose bounded queue, shard-cache and cache-ownership changes from DALI, Mosaic ... | 1 Accelerator · Observe / Configure / Optimize
2 RAM/Host · Observe / Diagnose / Configure / Optimize
3 SSD · Diagnose / Configure / Optimize
4 Network · Configure / Optimize
5 OS · Configure / Optimize | 1 · Systems sources (B1 / NVIDIA DALI @ `6fe47c48d3b0ca335f5e1afd3c77c750b2c7e041` ...)
1 · Systems sources (B2 / Mosaic Streaming @ `d99bf9c7cdf2dd4ed62a4960ed35270b93337a5f` ...)
1 · Systems sources (B3 / FFCV @ `3a12966b3afe3a81733a732e633317d747bfaac7` ...) | candidate · not_run · 1 readset(s) | no-eval | | [training-resource-budget](../src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md) | common | Choose training offload and resource-budget changes using pinned DeepSpeed configuration, attributed expert diagnosis ... | 1 Accelerator · Diagnose / Configure / Optimize
2 RAM/Host · Observe / Diagnose / Configure / Optimize / Verify
3 SSD · Configure / Optimize
4 Network · Observe / Diagnose / Verify
5 OS · Diagnose / Configure | 1 · Systems sources (CR1 / DeepSpeed ZeRO-Infinity @ `5f266e26d216a705d9c64cac88fb813ce ...)
1 · Systems sources (CR5 / Ascend MindSpeed adaptive memory — `core_r0.8.0`, page ...)
1 · Systems sources (ZeRO-Offload — [2101.06840v1](https://arxiv.org/abs/2101.06840v1))
2 · Methodology and corpus references (CR6 / Stas Bekman ML Engineering Open Book @ ...) | candidate · not_run · 8 readset(s) | no-eval | +| [video-diffusion-optimization](../src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md) | common | Run and verify goal-driven video diffusion optimization, backend-agnostic. Use when the user asks for latency, RTF ... | — | — | candidate · not_run · 0 readset(s) | no-SearchSpace-layer, no-Reference-Matrix-row, no-eval | | [weight-loading-optimization](../src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md) | common | Optimize the serving-level weight load path from storage to device: judge the load path on four dimensions (source ... | 1 Accelerator † guidance: Flare preparation and complete-session source contracts
2 RAM/Host † guidance: Flare preparation and complete-session source contracts
3 SSD · Observe / Profile / Diagnose / Optimize / Verify † guidance: Flare preparation and complete-session source contracts
4 Network · Configure / Optimize / Verify | 1 · Systems sources (Ascend/MindIE-SD @ 8481d39)
1 · Systems sources (NVIDIA/TensorRT-LLM @ f33e0e5fd)
1 · Systems sources (ascend-ai-coding/awesome-ascend-skills @ 75ec89c)
1 · Systems sources (foundation-model-stack/fastsafetensors @ 219e256)
1 · Systems sources (ggml-org/llama.cpp @ `3e390af18de1131dda27913c00511725b4274c8a` (MIT ...)
1 · Systems sources (mindie-agent/mindie-agent @ 6a81b41) | candidate · not_run · 3 readset(s) | no-eval | ## Registered: Workflows (6) @@ -202,7 +203,7 @@ an entrypoint routes to procedures below it rather than adding one. ## Integrity checks -- Registered ids resolve to an existing `SKILL.md`: 74 of 74. +- Registered ids resolve to an existing `SKILL.md`: 75 of 75. - Duplicate ids or paths: none; `skill_catalog` rejects them before this view is built. - Skill links in the two matrices that do not resolve: 0. - Registered skills without a `metadata.json` sidecar: 5. @@ -211,10 +212,10 @@ an entrypoint routes to procedures below it rather than adding one. | Gap | Skills | |---|---| -| `no-SearchSpace-layer` | 14: ascend-video-diffusion-optimization, audit-fixed-workload-claim, audit-recurrent-kv-finalization, cite-check-downstream-pr, competitor-scan, draft-acceptance-issue, dwarfstar, husky, inference-benchmark-design, lily, npu-skill-factory, repository-evolution-analysis, skill-evolution-playbook, splash | -| `no-Reference-Matrix-row` | 7: ascend-video-diffusion-optimization, audit-fixed-workload-claim, cite-check-downstream-pr, claim-contract, competitor-scan, draft-acceptance-issue, rsi-evidence | +| `no-SearchSpace-layer` | 15: ascend-video-diffusion-optimization, audit-fixed-workload-claim, audit-recurrent-kv-finalization, cite-check-downstream-pr, competitor-scan, draft-acceptance-issue, dwarfstar, husky, inference-benchmark-design, lily, npu-skill-factory, repository-evolution-analysis, skill-evolution-playbook, splash, video-diffusion-optimization | +| `no-Reference-Matrix-row` | 8: ascend-video-diffusion-optimization, audit-fixed-workload-claim, cite-check-downstream-pr, claim-contract, competitor-scan, draft-acceptance-issue, rsi-evidence, video-diffusion-optimization | | `no-sidecar` | 5: cite-check-downstream-pr, claim-contract, competitor-scan, draft-acceptance-issue, rsi-evidence | -| `no-eval` | 72: as listed in the Gaps column above | +| `no-eval` | 73: as listed in the Gaps column above | These are inventory gaps, not defects. A workflow skill may legitimately have no hardware resource layer; a candidate may legitimately be untested. From 16599ec72147cbacb32978bed44034dd9207eaca Mon Sep 17 00:00:00 2001 From: zzh <943967662@qq.com> Date: Thu, 29 Oct 2026 11:19:32 +0800 Subject: [PATCH 6/6] chore: regenerate projections after merging latest main Refresh repo_packs and skill coverage for 76 registered skills after integrating local-dream from main, and update the matching inventory counts. Co-authored-by: Cursor --- .../repo_packs/inferrsi/knowledge/README.md | 7 +++-- .../ascend-aclgraph-capture-replay.json | 6 ++-- .../ascend/skills/ascend-device-health.json | 6 ++-- .../skills/ascend-distributed-parallel.json | 6 ++-- .../ascend/skills/ascend-graph-mode.json | 6 ++-- .../skills/ascend-model-adaptation.json | 6 ++-- .../skills/ascend-operator-profiling.json | 6 ++-- .../ascend/skills/ascend-operator-tuning.json | 6 ++-- .../skills/ascend-optimization-casebook.json | 6 ++-- .../skills/ascend-performance-analysis.json | 6 ++-- .../ascend-video-diffusion-optimization.json | 31 ++++++++++--------- .../ascend/skills/ascendc-tiling-design.json | 6 ++-- .../skills/cann-attribution-overlap.json | 6 ++-- .../torchnpu-device-memory-lifecycle.json | 6 ++-- ...torchnpu-pinned-host-memory-lifecycle.json | 6 ++-- .../skills/assess-serving-preemption.json | 6 ++-- .../assess-split-backward-schedule.json | 6 ++-- .../skills/audit-fixed-workload-claim.json | 6 ++-- .../audit-h3-metal-fasth3-semantics.json | 6 ++-- .../skills/audit-h3-runtime-residency.json | 6 ++-- .../skills/audit-llama-runtime-state.json | 6 ++-- .../audit-recurrent-kv-finalization.json | 6 ++-- .../common/skills/audit-sd-cpp-residency.json | 6 ++-- .../audit-sglang-diffusion-lifetimes.json | 6 ++-- .../skills/audit-vllm-kv-lifetimes.json | 6 ++-- .../bound-windowed-attention-replay.json | 6 ++-- .../budget-speculative-verification.json | 6 ++-- .../skills/calibrate-serving-simulation.json | 6 ++-- .../skills/cgroup-resource-controls.json | 6 ++-- .../checkpoint-recovery-consistency.json | 6 ++-- .../skills/choose-parallel-training-plan.json | 6 ++-- .../skills/cite-check-downstream-pr.json | 6 ++-- .../common/skills/claim-contract.json | 6 ++-- .../knowledge/common/skills/comfy-ui.json | 6 ++-- .../common/skills/competitor-scan.json | 6 ++-- .../skills/dcp-async-save-performance.json | 6 ++-- .../skills/dense-performance-evidence.json | 6 ++-- .../diagnose-vllm-admission-pressure.json | 6 ++-- .../skills/diffusers-invocation-state.json | 6 ++-- .../common/skills/draft-acceptance-issue.json | 6 ++-- .../knowledge/common/skills/dwarfstar.json | 6 ++-- .../evaluate-elastic-serving-placement.json | 6 ++-- .../skills/generation-cache-lifecycle.json | 6 ++-- .../common/skills/host-memory-management.json | 6 ++-- .../skills/host-overhead-optimization.json | 6 ++-- .../knowledge/common/skills/husky.json | 6 ++-- .../skills/inference-benchmark-design.json | 6 ++-- .../inference-optimization-casebook.json | 6 ++-- .../common/skills/kernel-writing-guide.json | 6 ++-- .../common/skills/kv-tier-management.json | 6 ++-- .../lazy-evaluation-stream-lifetimes.json | 6 ++-- .../knowledge/common/skills/lily.json | 6 ++-- .../knowledge/common/skills/local-dream.json | 6 ++-- .../knowledge/common/skills/mistral-rs.json | 6 ++-- .../knowledge/common/skills/mlc-llm.json | 6 ++-- .../knowledge/common/skills/mlx-swift-lm.json | 6 ++-- .../common/skills/npu-skill-factory.json | 6 ++-- .../skills/optimization-search-policy.json | 6 ++-- .../common/skills/os-process-placement.json | 6 ++-- .../skills/performance-ceiling-analysis.json | 6 ++-- .../skills/plan-activation-residency.json | 6 ++-- .../knowledge/common/skills/project-maya.json | 6 ++-- .../skills/repository-evolution-analysis.json | 6 ++-- .../knowledge/common/skills/rsi-evidence.json | 6 ++-- .../skills/skill-evolution-playbook.json | 6 ++-- .../knowledge/common/skills/splash.json | 6 ++-- .../common/skills/storage-io-measurement.json | 6 ++-- .../skills/training-input-pipeline.json | 6 ++-- .../skills/training-resource-budget.json | 6 ++-- .../skills/video-diffusion-optimization.json | 6 ++-- .../knowledge/common/skills/vllm-metal.json | 6 ++-- .../skills/weight-loading-optimization.json | 6 ++-- .../cuda/skills/audit-afd-p2p-exchanges.json | 6 ++-- .../skills/audit-flare-session-lifecycle.json | 6 ++-- .../diagnose-attention-bottlenecks.json | 6 ++-- .../cuda/skills/host-overhead-profiling.json | 6 ++-- .../cuda/skills/reason-hopper-kernels.json | 6 ++-- 77 files changed, 246 insertions(+), 242 deletions(-) diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index a86cb875e..cca085118 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md @@ -1,6 +1,6 @@ # InferRSI skill discovery index -Generated abstracts for all 75 registered skills in `data/skill_library/`. +Generated abstracts for all 76 registered skills in `data/skill_library/`. Their complete procedures, references and cases ship in the same package. `skill-index.json` maps stable skill IDs to categorized directories. The reference and searchspace matrices @@ -15,7 +15,7 @@ These are knowledge abstracts (`--kind knowledge`), with namespaced package IDs distinct from explicitly selected `checkout_ref` skills. Ascend/CUDA procedures use their corresponding backend; shared methods use `common`. -Source snapshot: [e71d0631a1c0854c9616d8ef5e174d3a1e14af4b](https://github.com/InferMatrixLab/InferRSI/tree/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library). +Source snapshot: [f0e87c48809601d38035960d26737e0698489165](https://github.com/InferMatrixLab/InferRSI/tree/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library). ```bash inferrsi knowledge search 'profiling' --repo-type inferrsi --limit 50 @@ -29,7 +29,7 @@ contain the current input paths and bytes (Git checkout filters are respected). ```bash python tools/build_skill_index.py --source-revision -python tools/build_skill_index.py --source-revision e71d0631a1c0854c9616d8ef5e174d3a1e14af4b --check +python tools/build_skill_index.py --source-revision f0e87c48809601d38035960d26737e0698489165 --check ``` `--check` detects missing, stale and unexpected generated records without writing. @@ -110,5 +110,6 @@ References and cases ship with their owning skill, not as duplicate knowledge ab | [torchnpu-pinned-host-memory-lifecycle](ascend/skills/torchnpu-pinned-host-memory-lifecycle.json) | ascend | candidate | | [training-input-pipeline](common/skills/training-input-pipeline.json) | common | candidate | | [training-resource-budget](common/skills/training-resource-budget.json) | common | candidate | +| [video-diffusion-optimization](common/skills/video-diffusion-optimization.json) | common | candidate | | [vllm-metal](common/skills/vllm-metal.json) | common | candidate | | [weight-loading-optimization](common/skills/weight-loading-optimization.json) | common | candidate | diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json index 95b194dca..06408d8f1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json", @@ -41,7 +41,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md": "d494fc7e539cbb7388189bd7b3f04bb5c4983fdd7a82484348aad1cee7f741f2", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json": "71c68431663ed2336cccc985a354adab6b13b4cfd6123a18a5d8d53c28268509", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/references/source-notes.md": "6ffbfb68cc7e04923b4fbca2a73a7555b7c3b45a6f40819bb5f3213ef05cf88d", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-aclgraph-capture-replay", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json index 6b734c60f..ae8fb128c 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json", @@ -41,7 +41,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md": "03829039860ece35519f2e4c339a48b5014ec25e07a2c150a3efb6a3a4e35b4a", "src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json": "80d80c15514919826fa72d6f6cf26b76db8accd85d21187fc239232ca454e7bf", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-device-health", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json index 1f88d859a..5675bdfa3 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md": "4ce9dcadd1ae3c7a8cc633336760d0a3c382f354f1b7028e3a10d28fa0d0c9fa", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/metadata.json": "b6cb25879b1bca5f5af08b48776f2e664cf5dcd11a0efb1c4f56879e2afa9006", "src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/references/awesome-ascend-communication-tests.md": "0cb27a3d24409171bb414d7ebf0c49ad62be5f46482f29624695496ba9eb3e63", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-distributed-parallel", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json index 9478e673a..b80ebae89 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md": "9203cc5a14a1d65df5fbf275734b93be023e06527459b2f79864f28a338cb44a", "src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json": "72b41e7845915d34b09219624e82976386f3125816293540c2c38143fe6b477f", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-graph-mode", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json index 9a6f2be35..aa32621fb 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md": "8fdf46fb2743b67a66bc069d22a45305a222debfb606777bc451b4b8f31d9cc6", "src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json": "be681a3206e5e183b4c9670c9d7784bcffce18c891449e5b15f94ca5f1324b9a", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-model-adaptation", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json index 0a16ef01b..ef4cec2a7 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json", @@ -41,7 +41,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md": "401981cf7828edcab0c9ea882f7ecd83badfa3c2a95006e912cf99d67b3d6a12", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json": "efd37bb23acb500dad4ec8ebe7ddfe5c3f196374052825f923ac85da8445f06b", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-operator-profiling", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json index 265f04a1c..f0b709b41 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md": "38b151bc6b4e9734c6fa41efb7a30343559400c0c75bbdd26bd8a968b8ea4592", "src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json": "04d2002fc8a0a7becf86b0b73daaf2da8716ab466d7f988da43d41a10f26680e", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-operator-tuning", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json index 0e7992bfc..5e2f37d70 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json", @@ -40,7 +40,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md": "647f5e9a288f2c4e1617ba53df59d9d827df749eb4fe86182d21a9c41175caf8", "src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json": "f425f7c1abbd616387273e8932c6bd02f4b1da012f099286ad4171e0f6037b22", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-optimization-casebook", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json index 772272880..c4f8fb487 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json": "9e705625c8308013c287576b0247da6f6116d817a4a535cbecff80abd6ea35ee", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-CANN-2.0-LICENSE.md": "89b1c114df62cfd183004f38d18d07f186436c3b37203dd69c3e84becf9d2282", "src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-stage-evidence.md": "f56e4125325c9c1b9235a1d64fd732861c7686444492422daff44ba8dd648be4", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-performance-analysis", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json index 521960f1a..0768065f0 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json @@ -8,7 +8,7 @@ "component": "skills", "scenario": "skills.discovery", "status": "imported", - "summary": "Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs.", + "summary": "Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.", "tags": [ "ascend", "npu", @@ -26,17 +26,15 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/references/field-notes-video-diffusion.md", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py", "src/inferrsi/data/skill_library/skill-index.json" ], - "content_sha256": "bb08bb6de8b2c818dbcbcca9da649da5d4ae99b6771aaad6eba32d5f4b25f935" + "content_sha256": "53c21e64f0dd47f9510faef1f2c01e1283899787ba7ebfe70cdabd8e57a76f00" } ], "index_type": "packaged-skill", @@ -45,16 +43,14 @@ }, "checkout_ref": "checkout:ascend-video-diffusion-optimization", "source_files": { - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md": "bb08bb6de8b2c818dbcbcca9da649da5d4ae99b6771aaad6eba32d5f4b25f935", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/assets/campaign.template.json": "1a37f1d136612143ddab8f0cbbf424c80433b4da5312edb18d07c0b9d87ef657", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json": "8622da20f59c40d798e57ff9e8c8dff69137854d79dd6ed883c1a5558d3d4f92", + "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md": "53c21e64f0dd47f9510faef1f2c01e1283899787ba7ebfe70cdabd8e57a76f00", + "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/metadata.json": "8c2b364298330751fd1252516159b16c27e90354e2a724782d2851e68e43cdb3", "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/references/field-notes-video-diffusion.md": "dadac7b23462fdc325218c72ddf8a2ac553151761a5d3e45b854b53d2c8c6908", - "src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/scripts/evaluate_target.py": "9e84df051e03d567746fd73ae7243efb2f3c5ec806fef824d3c4d42a8eb9704c", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascend-video-diffusion-optimization", - "description": "Run and verify goal-driven Ascend video diffusion optimization. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE. Not for text-only LLMs.", + "description": "Run and verify goal-driven Ascend video diffusion optimization. Specializes the backend-agnostic video-diffusion-optimization skeleton with Ascend NPU operator, layout and profiler references. Use when the user asks for latency, RTF, throughput, or HBM targets across VLM, DiT, MoE, attention, or VAE on Ascend NPU. Not for text-only LLMs.", "schema_version": 1, "profile": "local-skill-v1", "kind": "skill", @@ -81,10 +77,11 @@ }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "limitations": [ + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", @@ -93,11 +90,16 @@ "provenance_readsets": [ "references/field-notes-video-diffusion.md" ], + "references": [ + "../../../methods/video-diffusion-optimization/SKILL.md", + "../../../methods/video-diffusion-optimization/scripts/evaluate_target.py", + "../../../methods/video-diffusion-optimization/assets/campaign.template.json" + ], "consumption_mode": "packaged" }, "applicability": { "scope": "Ascend NPU video diffusion inference and serving optimization", - "hardware": "Ascend NPU; procedures are hardware-agnostic apart from layout and profiler references", + "hardware": "Ascend NPU; the measure-change-verify workflow skeleton is backend-agnostic and lives in methods/video-diffusion-optimization, while the operator, layout and profiler references here are Ascend-specific", "prerequisites": "A reproducible benchmark, a frozen quality check, and numeric gates defined in the governing acceptance issue" }, "recommendations": [ @@ -109,6 +111,7 @@ "The imported status describes this index, not the original skill; its declared status is candidate.", "Reading or indexing does not authorize execution, validate efficacy, promote a candidate or grant a license.", "The backend categorizes the procedure's hardware dependency; it does not certify compatibility, and skills.discovery is a discovery scenario.", + "Ascend specialization of the backend-agnostic methods/video-diffusion-optimization skeleton; every operator, layout and profiler reference (TransData, FRACTAL_NZ, CANN) is Ascend-specific and must be re-derived per backend.", "Candidate workflow guidance; not independently validated beyond the field notes.", "Field notes are non-reproducible as published and must not be cited as evidence.", "Model identifiers, campaign revisions, and numeric gates are intentionally excluded and remain issue-scoped.", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json index 60a79cedd..4c9592e5e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md": "93aa1b775ced304cebfe6c4dec0503ddb2260ecb3cb01edc17ce329446c5ce2b", "src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/metadata.json": "f6d94f104cb70969024b2f4542078a240e200712c66279eca8b94f60bee1dd71", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "ascendc-tiling-design", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json index 294fb273c..9da2da554 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md": "0e6f094dc554abea12e07def50f20b233b47127779a8aefad595b4ab1efd24c2", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json": "acccc8eb86de0df6caf78a9b3c6db76a2a686adc4a5ba0029a4d62d50ff9a8f8", - 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"src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "calibrate-serving-simulation", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json index b3fd79c3c..e59e76184 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", "src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/metadata.json", @@ -43,7 +43,7 @@ "source_files": { "src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md": "fd1f5a7e6a55714730044155f5b38c1d700383d4e16c3e91963bbfbe1c773af5", "src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/metadata.json": "19e40763fedc20990651bb989c32a7693306c5c54af46c3d4be77fd4f87b6c03", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "cgroup-resource-controls", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json index d1d0d4923..a5609d65c 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/metadata.json", @@ -44,7 +44,7 @@ "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/metadata.json": "4dc8659806539b4784ea9348a01d4194ac70d0bb297a916f90ff6419efa5c328", "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/references/dlrover-persistence-replicas.md": "055f4357f79026fcbcc766bbe77db610376ec353623f8898f5d14a30ee69e7bc", "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/references/sources.md": "9425b1aab963a2c8d35f3db897bd15ee69699bf5b0d0c8425c3c8bba3e9a0233", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "checkpoint-recovery-consistency", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json index e5993e752..d058781f8 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md": "25d04aed9782b2a8ff1186828becdc7fce93c4418039ceaef9b8dcc5ec9bcd24", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/metadata.json": "c6acae57d70190cea0e18c71c79127962181e58169e011df75d8635b3db4daa7", "src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/references/source-notes.md": "9f9184d46b19312138a6e805e439e43dc0594a0cc6b46675255a582dc946ca5b", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "choose-parallel-training-plan", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json index f78d3e429..80359ecd6 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:cite-check-downstream-pr", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c", + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md": "485932cdf3b1fba5dc69be73e75d38f86a7b79442d26e82a296c963a7598d226" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json index 3d06e1e0c..84e327743 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:claim-contract", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c", + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md": "3af1dbbe81d91cb05fc2ef15a2ae25d7592a08558e1a5535f49c52f33a488c55" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json index c4fc635b4..0ec4ef6bd 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/repositories/comfy-ui/LICENSE", "src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", @@ -50,7 +50,7 @@ "src/inferrsi/data/skill_library/repositories/comfy-ui/references/model-residency.md": "014c68386e7cdfdb7b4f566836e8b2ff61bd5a5a506e7b4723f83fe80c5d4de7", "src/inferrsi/data/skill_library/repositories/comfy-ui/references/repo-provenance.md": "ca996ef515af42a3ce304747fa3f12a31c00533deaace5ba2ce21aefa0a62e2e", "src/inferrsi/data/skill_library/repositories/comfy-ui/references/validation-boundaries.md": "1913dedbeb558d872d6a0e015cc11d822910c3cb259a236db29fb60ad8a64263", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "comfy-ui", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json index f49897ad9..d9b673211 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:competitor-scan", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c", + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md": "0ede58ace65a9324a538b4816add1684f230ba536d4364fe5a5dd2c0bbed3776" }, "skill_metadata": { diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json index e8742c0b8..512b113a9 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/metadata.json", @@ -43,7 +43,7 @@ "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md": "645139ee0c88ec865cad952e24cda35f4648d4b777b732c9b7d274b6c7830845", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/metadata.json": "db7ad368394ccbfdeff6a16e3423c300d51305b1f95ff5c3936df91738a8cc35", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/references/sources.md": "22afe4f4d77f441096cc657d55d763473bfcbea8fb531c8e493fe49ab84955f7", - 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"commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/metadata.json", @@ -67,7 +67,7 @@ "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/loongserve-readset.md": "f1a383e7bdbbd5a5a472d7f6e1292c8a17d4910ff736ca5a6aa422e1bee74f8c", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/orca-readset.md": "a497ef23b7e60c0fbc15d95b7e07cd20547cfe56f37c24dfe6ed70d79ef7a3cf", "src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/source-notes.md": "84033fd514773f10c0bddd9914fabb980497ba2b308f226a922c3e1888413827", - 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"src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "kernel-writing-guide", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json index 04e5c7a0c..cb7594da1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", "src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/metadata.json", @@ -42,7 +42,7 @@ "source_files": { "src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md": "e4b78f368d70c8abb74a935acb910414015f1aeec1b50f7a295e836822ec4b27", "src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/metadata.json": "c221189b8d85fac3bd41ef1c7cd560f1aebc8cfa0381c182d1d571a7169be829", - 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"src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "lazy-evaluation-stream-lifetimes", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json index d09aed26e..8c926eef2 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/repositories/lily/LICENSE", "src/inferrsi/data/skill_library/repositories/lily/NOTICE.md", @@ -77,7 +77,7 @@ "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/references/api-and-session.md": "7262bb077c24f2f7549d450473ec7944829940d09cca89db9c12f37ac90d5db0", "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/references/troubleshooting.md": "6e2f36d2f7ab9eae665d87a676e34c0ebd2f46f3df6fa5f2e589a306749a87b5", "src/inferrsi/data/skill_library/repositories/lily/sub-skills/serving-cache/scripts/request_template.py": "d6b00c9f0b38c7fb0a0e52e396993a832542ea0aa6e2456026fabc0c39a4d33a", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "lily", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json index 63cf6def8..d4c4562c3 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json @@ -29,8 +29,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", "src/inferrsi/data/skill_library/repositories/local-dream/metadata.json", @@ -61,7 +61,7 @@ "src/inferrsi/data/skill_library/repositories/local-dream/references/source-identity.json": "b85f028bb96a37852e9d9780b5d5052fdd9c8f3a704ad391b6381adb58291347", "src/inferrsi/data/skill_library/repositories/local-dream/references/upstream-license.md": "41003d4a74749c0220e33dd415042164b5a1093ed401f36277234f772d22d3d0", "src/inferrsi/data/skill_library/repositories/local-dream/scripts/screen_declarations.py": "ccd7d0d55be9a47484ec3a74498d8edef8aba55287f92287775c8d82050c8932", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "local-dream", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mistral-rs.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mistral-rs.json index b56895620..38bfabb53 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mistral-rs.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mistral-rs.json @@ -26,8 +26,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/repositories/mistral-rs/LICENSE", "src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", @@ -90,7 +90,7 @@ "src/inferrsi/data/skill_library/repositories/mistral-rs/sub-skills/qualification/references/troubleshooting.md": "d933bea6e9e493faa8cd0f4103ea33197ace7f7f901359f8cf0d6bab2edcdb4d", "src/inferrsi/data/skill_library/repositories/mistral-rs/sub-skills/qualification/references/warmup-inventory.md": "1e7af7d63c6853ede4232b5a12cf68aba6597c4a305015366f1c2c917e3caf01", "src/inferrsi/data/skill_library/repositories/mistral-rs/sub-skills/qualification/scripts/warmup_shape_inventory.py": "6aa920ca1cb534dec41f5dd2d833c3e760b234ab2c6439b6c4250b8a30b74055", - 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"src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c", + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md": "74cd863df2e80dc2bda1713d24207809173a3116f30325e3487e1e3517cfec1e", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/metadata.json": "12fc9272bd5fbf02dd9b897d8ca40984b72ae54f20492ace5304711bbc4d71c3", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/references/papers-20261015/COMPARISON.md": "38587678a96581f5c2dc697d982127343565504bffa191352811dffcc165aa23", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json index 7fa7e7784..061176236 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", "src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json", @@ -51,7 +51,7 @@ "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/knowledge/adaptation-interfaces.md": "5e761957cb5ecd93926e6ffc13deee7c830c6e8f0ee3c3846e9dd3b50dc74446", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/references/source-notes.md": "54d83c3713045d59a48821bcf93598374ba4a630e3891ad39498f919317c4fb8", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/updates/optimization-search-policy.md": "d3db44fa9a6831b86a02c638b323ed943e69fe256866213f10d68c72d762879e", - 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"src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "plan-activation-residency", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/project-maya.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/project-maya.json index 86a9b112d..e33329c0a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/project-maya.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/project-maya.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/repositories/project-maya/LICENSE", "src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", @@ -83,7 +83,7 @@ "src/inferrsi/data/skill_library/repositories/project-maya/sub-skills/serving-state/references/native-state.md": "e5a7ee5e777998db0fb5422cf5b1ab18dbd67b4cbbfcfd6628ed6e40d8709c61", "src/inferrsi/data/skill_library/repositories/project-maya/sub-skills/serving-state/references/troubleshooting.md": "97dea7b2d26fe165d2f64a1a63c91d099dddb2d3b95c16b667f5173b3ffa9d2d", "src/inferrsi/data/skill_library/repositories/project-maya/sub-skills/serving-state/scripts/request_template.py": "d91b03fbbd7003012a92bd7259d39604b9a91ee5707da2d3366e7c0fb47edd6a", - 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"src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c", + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md": "08f76e12f6f8e8893f03bcdc8152a96c0c99442e7faecbc2a67a18c632fcb243", "src/inferrsi/data/skill_library/workflows/rsi-evidence/references/loopx-goal-governance/LICENSE": "cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30", "src/inferrsi/data/skill_library/workflows/rsi-evidence/references/loopx-goal-governance/LICENSE-MIT.md": "1df1cf519b9e5d8acbbc72820299d7aa95afa1acbfc1f43a15109ad1d59975f3", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json index e70e35336..f695a765e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json", @@ -39,7 +39,7 @@ "source_files": { "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md": "9cd37f21fe0d862069e4798edca8a04d59f8b840e55d521901594a63dddd9ba3", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json": "92b36338b9257e2e41b95e4370694d7de52ed84bc7971056b3bfced07b0993d8", - "src/inferrsi/data/skill_library/skill-index.json": "eaf446cb37baa90d40166119ca17cc0a434dbe3f77611423f648b0f225903f7c" + "src/inferrsi/data/skill_library/skill-index.json": "531190c468b6fb385b9b4aa71e666e8dd20d92aa5adc54bf4040f2096e3dd190" }, "skill_metadata": { "name": "skill-evolution-playbook", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json index 7d7a362d2..48b890d85 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json @@ -25,8 +25,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/e71d0631a1c0854c9616d8ef5e174d3a1e14af4b/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", - "commit": "e71d0631a1c0854c9616d8ef5e174d3a1e14af4b", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f0e87c48809601d38035960d26737e0698489165/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", + "commit": "f0e87c48809601d38035960d26737e0698489165", "paths": [ "src/inferrsi/data/skill_library/repositories/splash/LICENSE", "src/inferrsi/data/skill_library/repositories/splash/SKILL.md", @@ -77,7 +77,7 @@ "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/SKILL.md": "c16f911498e116ff9b31b5a6f0ddd3ae6517b51c0e9d079c337f36a5bcac1df8", "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/references/state-and-api.md": "592603177473ac8e024b7dc19a3d3faedd7c1e0312137eab8bf9a62d2f567be6", "src/inferrsi/data/skill_library/repositories/splash/sub-skills/serving-cache/references/troubleshooting.md": "4fda461042a3de43c109d7a3cec67542c7d61fe68412bf91606220f2e13e576e", - 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