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knowledge: add Husky document-only research candidate - #191

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david6666666 merged 6 commits into
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knowledge/husky-docs-arex
Oct 27, 2026
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david6666666 merged 6 commits into
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knowledge/husky-docs-arex

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@david6666666 david6666666 commented Oct 27, 2026 •

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Governing issue

Refs #189

User explicitly accepted a document-only Husky adaptation. Final informed document-only candidate admission, sequential merge and issue closure were explicitly authorized by the user on2026-10-27T12:08:19Z; candidate/backend-unverified, unknown source/licensing and no-reproduction limits remain. Preserve merge order DwarfStar → Splash → Lily → Husky; Strata skipped. Refresh this independent branch against resulting main/catalog before integration.

Delivered

One coherent document-research procedure: bounded attributed official-page summary, original falsifiable verification/ablation questions, availability/provenance ledger, one original offline schema auditor and five assertion-bearing cases. Registry/catalog, maintained matrices and exact packaging counts update together.

Source: https://husky.underdog.ai/ (displayed2026-09-20, read2026-10-27), unversioned. No canonical source repository, implementation revision, source legal license or retained raw receipts identified. Direct raw HTTP403 was not bypassed; no HTML hash, repository ID, install/API or native behavior is invented. No publisher source code or full benchmark table copied.

AREX portable instructions at ac3fe1afa80fb9a09775ecfb2b6cc3ba850a2db6 informed this authorized document adaptation. Not complete repo-to-skill or native verification, not a DisCo CLI/model API run or automatic import. Missing repository/environment/native stages remain unavailable.

Actual verification and limits

-Ruff,3 focused document/helper tests and20 combined graph/index/library tests PASS. Actual AREX recursive license validation:1 SKILL.md valid with NO_LICENSE unavailable warning; repository resolver query not attempted because canonical identity is unavailable. Publisher license remains UNKNOWN.
-Helper:2 positive cards,8 negative schema mutations, valid/invalid CLI and help checks. Even a fully populated or forged runtime_run card remains qualification=not_adjudicated; no artifact bytes or execution is authenticated.
-Initial clean wheel and CI installed checks exposed an unrelated synthetic roofline expectation mistakenly changed60→61 during cardinality maintenance. Restored exactly60 without changing registry61/records109. Original failure remains recorded. Corrected noneditable installed smoke outside checkout passes109 records; complete pytest exited0 (only non-collected installed-script delta during run, verified separately) and full ruff PASS. Final ready-for-review CI run40494676535 is terminal SUCCESS (all4 matrix jobs); exact-head knowledge-model-policy SUCCESS.
-Independent read-only review bound to b66732f/tree0f8e970 found no unresolved blocker for the limited candidate.20 focused tests, index61, license gate and installed -I smoke109 PASS; all8 runtime files match wheel/installed bytes. Fresh forged-card case correctly refuses schema→PASS, but omitted some ancillary license/admission boundary restatements; this is not blanket efficacy evidence. Attributable external report: husky-independent-review.md, not a GitHub APPROVE.
-No implementation/model/native output/state/quality/performance/service or behavioral skill efficacy was reproduced. Author reports, proposed mechanisms, negative observations, excluded repeats and native evidence remain distinct.
-No GPU, weights, paid provider, host/toolchain change or app/account action.

Artifacts: tests/fixtures/repo_to_skill/husky/. Final candidate admission is limited to the explicitly approved document-only scope; no campaign PASS, native promotion or GitHub approval is claimed.

Knowledge authorship

{
  "schema_version": 1,
  "head_sha": "90af4da76ea53daa14f22d8988276896e7f67a44",
  "human_only": false,
  "material_ai_authors": [
    {
      "tool": "Codex / approved_arex_author",
      "model_id": "gpt-6.1-sol",
      "effort": "xhigh",
      "role": "author"
    },
    {
      "tool": "Codex / runtime_memory_author",
      "model_id": "gpt-6.1-sol",
      "effort": "xhigh",
      "role": "author"
    }
  ]
}

Sequential integration

DwarfStar, Splash and Lily merged first. Current assessed main5c6a8f6af7ecd8fa71cedd31889820eb1546aa50 independently removes the retrieval audit/evidence campaign; those removals and its inventory adjustments are incorporated without resurrection. Husky runtime/fixtures/test and all prior admitted graphs remain unchanged. Registry, catalog and every indexed input are byte-identical to reviewed84e581bd:64 roots/94 skill documents/112 records. The existing real sourcebb81ef2fec1b79d71eba1026ab1466117c3262cc remains valid; generator --check confirms64 current records, with no unnecessary catalog rewrite.29 prior integration-focused tests and27 refreshed evidence-inventory/graph/index tests pass, as does ruff. New exact-head Ready CI and tiny base-removal delta review are required before merge; no backend/efficacy promotion.

Signed-off-by: WeiQing Chen <530634352@qq.com>
Agent-assisted-by: Codex / approved_arex_author (gpt-6.1-sol, xhigh)
Agent-assisted-by: Codex / runtime_memory_author (gpt-6.1-sol, xhigh)
Signed-off-by: WeiQing Chen <530634352@qq.com>
Agent-assisted-by: Codex / approved_arex_author (gpt-6.1-sol, xhigh)
@github-actions

github-actions Bot commented Oct 27, 2026 •

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Skill evaluation

PLANNED: execution is not authorized by knowing this hash.
Outcomes: {"fix":0,"inconclusive":0,"missing_pair":0,"regression":0,"unchanged_correct":0,"unchanged_incorrect":0}
Earlier revision results are stale for this plan.

Selected comparisons: 0 · Estimated task calls: 0.
Uncovered/unsupported changes: 106. Gaps never count as passes.

Applicable only while these revisions and inputs match the current PR.
Execution requires exact plan, versions and budget approval; a hash alone does not authorize it.
Token usage stops new trials; it is not a hard provider token or monetary cap.
Cost remains unknown.

Evidence and logs · Retention: 30 days.
Outcomes are historical; verifiable only before Unix time 1795697105 while the linked artifact is available. Expired evidence is unverified.

Pipeline evidence only; offline fixed outputs do not establish skill efficacy.

Plan bindings, budget and frozen exam

Plan SHA-256: c2ad71f26471f87bc2b9c1f7417742cf643b2e0a0b56cf8ac2a650c236ed2f6e
Base: 5c6a8f6af7ecd8fa71cedd31889820eb1546aa50 · Head: 90af4da76ea53daa14f22d8988276896e7f67a44
Trusted implementation: 5c6a8f6af7ecd8fa71cedd31889820eb1546aa50

Model/settings: {"effort":"xhigh","name":"gpt-6.1-sol"}
Budget: {"comparisons":0,"estimated_calls":0,"limits_per_comparison":{"campaign_seconds":600,"max_task_calls":2,"repeats":1,"timeout_seconds":180,"token_stop_new_trials":20000}}

Skill Comparison Cases Estimated calls
Uncovered / unsupported paths (106)
  • uncovered: "docs/knowledge-base.md"
  • uncovered: "docs/reference-matrix.md"
  • uncovered: "docs/searchspace-matrix.md"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-split-backward-schedule.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-runtime-residency.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-llama-runtime-state.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sd-cpp-residency.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sglang-diffusion-lifetimes.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-vllm-kv-lifetimes.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/bound-windowed-attention-replay.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/budget-speculative-verification.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/calibrate-serving-simulation.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cgroup-resource-controls.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/checkpoint-recovery-consistency.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/choose-parallel-training-plan.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/cite-check-downstream-pr.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/claim-contract.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/competitor-scan.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dcp-async-save-performance.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dense-performance-evidence.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diagnose-vllm-admission-pressure.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/diffusers-invocation-state.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/draft-acceptance-issue.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/dwarfstar.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/evaluate-elastic-serving-placement.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-memory-management.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-overhead-optimization.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/husky.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-benchmark-design.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-optimization-casebook.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kv-tier-management.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lazy-evaluation-stream-lifetimes.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lily.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/npu-skill-factory.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/optimization-search-policy.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/os-process-placement.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/performance-ceiling-analysis.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/plan-activation-residency.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/repository-evolution-analysis.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/rsi-evidence.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/skill-evolution-playbook.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/splash.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/storage-io-measurement.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-input-pipeline.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/training-resource-budget.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/weight-loading-optimization.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-afd-p2p-exchanges.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/diagnose-attention-bottlenecks.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/host-overhead-profiling.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json"
  • uncovered: "src/inferrsi/data/skill_library/README.md"
  • uncovered: "src/inferrsi/data/skill_library/repositories/husky/SKILL.md"
  • uncovered: "src/inferrsi/data/skill_library/repositories/husky/metadata.json"
  • uncovered: "src/inferrsi/data/skill_library/repositories/husky/references/author-report.md"
  • uncovered: "src/inferrsi/data/skill_library/repositories/husky/references/repo-provenance.md"
  • uncovered: "src/inferrsi/data/skill_library/repositories/husky/references/source-availability.json"
  • uncovered: "src/inferrsi/data/skill_library/repositories/husky/references/troubleshooting.md"
  • uncovered: "src/inferrsi/data/skill_library/repositories/husky/references/verification-protocol.md"
  • uncovered: "src/inferrsi/data/skill_library/repositories/husky/scripts/audit_evidence_card.py"
  • uncovered: "src/inferrsi/data/skill_library/skill-index.json"
  • uncovered: "tests/check_installed.py"
  • uncovered: "tests/fixtures/repo_to_skill/husky/reports/final/final-skill-report.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/reports/integration/integration-notes.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/reports/integration/plan.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/reports/license-resolution.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/reports/license-validation.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/reports/self-refine/evals.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/reports/self-refine/iteration-1.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/reports/verification/native-verification-report.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/index.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/integration/forged-complete-card/README.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/integration/forged-complete-card/assertions.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/integration/forged-complete-card/user_request.txt"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/integration/missing-source-and-license/README.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/integration/missing-source-and-license/assertions.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/integration/missing-source-and-license/user_request.txt"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/author-report-not-ranking/README.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/author-report-not-ranking/assertions.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/author-report-not-ranking/user_request.txt"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/negative-and-exclusion-policy/README.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/negative-and-exclusion-policy/assertions.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/negative-and-exclusion-policy/user_request.txt"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/proposal-not-implementation/README.md"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/proposal-not-implementation/assertions.json"
  • uncovered: "tests/fixtures/repo_to_skill/husky/test-cases/root/proposal-not-implementation/user_request.txt"
  • uncovered: "tests/test_husky_document_research.py"
  • uncovered: "tests/test_skill_index.py"
  • uncovered: "tests/test_skill_library.py"

Signed-off-by: WeiQing Chen <530634352@qq.com>
Agent-assisted-by: Codex / approved_arex_author (gpt-6.1-sol, xhigh)
@david6666666
david6666666 marked this pull request as ready for review October 27, 2026 11:14
@chatgpt-codex-connector

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Codex Review Summary

This comment shows the latest Codex review activity on this pull request.

Review Status Commit Review trigger
📝 Code Review ✅ Completed 2026-10-27T11:16:10.874542Z b66732f Draft marked ready
ℹ️ About Codex in GitHub

Your team has set up Codex to review pull requests in this repo. Reviews are triggered when you

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Preserve existing main and admitted runtime graphs. Resolve only discovery/navigation/cardinalities; document-only source and all evidence boundaries unchanged.

Signed-off-by: WeiQing Chen <530634352@qq.com>
Agent-assisted-by: Codex / approved_arex_author (gpt-6.1-sol, xhigh)
Signed-off-by: WeiQing Chen <530634352@qq.com>
Agent-assisted-by: Codex / approved_arex_author (gpt-6.1-sol, xhigh)
Keep canonical main removals without resurrecting audit/evidence assets. Candidate runtime, registry, catalog and source snapshot remain byte-identical.

Signed-off-by: WeiQing Chen <530634352@qq.com>
Agent-assisted-by: Codex / approved_arex_author (gpt-6.1-sol, xhigh)
@david6666666
david6666666 merged commit 51fa1d3 into main Oct 27, 2026
10 of 11 checks passed
@Dong1017
Dong1017 deleted the knowledge/husky-docs-arex branch October 30, 2026 08:26
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