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knowledge: distill Splash with AREX portable repo-to-skill workflow #185

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Description

@david6666666

Goal and accepted scope

Distill incoai/splash at 39a97385f8560cf8a93972cec9b0a963c9195250 into self-contained InferRSI candidate knowledge with AREX portable create/prepare/verify meta-skills at ac3fe1afa80fb9a09775ecfb2b6cc3ba850a2db6.

Include model/format and memory planning, Metal/ANE/DFlash2 execution contracts, scheduler/cache/session state, API/request safety and correctness/benchmark qualification. Exclude model downloads, paid APIs/GPU execution, upstream changes, host reconfiguration, complete kernel/release QA and performance claims.

The user accepted native-tool adaptation and partial drafting on 2026-10-27. Splash requires Apple Silicon M3+ and macOS26.4; this Linux host cannot provide required Metal/ANE/model runtime evidence. Selected safe pure-Python checks are partial only. No fictitious pip package or backend PASS.

Deliverables and acceptance

  • Source pin/readset/hashes, source and third-party license boundaries.
  • Root and focused operating routes, bundled safe support helper and troubleshooting.
  • Coverage/backend/native candidate maps, assertion-backed difficult/integrated cases and actual checks.
  • Linked draft PR, independent revision-scoped review and applicable exact-head CI.
  • Final actual gaps presented for informed manual candidate-admission decision before merge; earlier partial drafting consent is not final admission.

Ownership and order

Requested by the repository user's direct authorized task. Accountable parent: dot; implementer/integrator: approved_arex_author and disclosed bounded author lanes. Accepted order is DwarfStar → Splash → Lily → Husky; Strata was explicitly removed because it already exists. DwarfStar draft: #184. No automatic candidate promotion or managed DisCo import.

Issue completion/closure remains separately assessable by the accountable parent/authorized owner. PR uses non-closing Refs. Merging knowledge is not engine qualification, campaign PASS or proven skill efficacy.

Activity

  1. self-assigned this
    on Oct 27, 2026
  2. david6666666 commented on Oct 27, 2026

    @david6666666
    CollaboratorAuthor

    Accepted: Splash partial knowledge candidate

    flowchart LR
     A["Pinned Splash + AREX sources"] --> B["Planning, serving and qualification routes"]
     B --> C["Packaged discovery and offline helpers"]
     B --> D["Candidate / backend-unverified"]
     C --> E["Source notices retained in wheel"]
    
    Loading
    • Delivered: PR knowledge: distill Splash with portable AREX workflow #186 merged at 54a475d379b640e9df606e154251188f2cb26723 after DwarfStar; root+three routes, bounded source/license readset, three helpers and10 assertion cases. User explicitly authorized limited candidate admission and issue closure.
    • **Verified:**34 source Python tests,50 parser-equivalence fixtures, helper checks and independent source/package review;23 exact integration-delta graph/index/library tests and ruff. Ready CI40502154643 passed all4 jobs; latest stable knowledge-model-policy succeeded before normal merge.
    • Limits: Native Metal/ANE/macOS/model/device/disk-state, model quality, service/performance and broad efficacy remain unverified/BLOCKED_REQUIRED_BACKEND. CPU/parser/synthetic checks do not clear those gaps.
    Full acceptance record

    Final reviewed head a8503d883ace24a92196cfc67780bc6f6f21c07c; assessed main e013ba821b90365a7f06693ec10f25cade5f8573; published projection source 99fca181e71fab22c09bb1967335d0653852eff3.
    Source incoai/splash 39a97385f8560cf8a93972cec9b0a963c9195250, AREX method ac3fe1afa80fb9a09775ecfb2b6cc3ba850a2db6. Actual portable compatible-agent execution, not DisCo CLI/model API.
    Verification artifacts: tests/fixtures/repo_to_skill/splash/. Independent report SHA256 fe46e4dd0eb8ad133e9f9dd86bd3ec90dab554f7d9291974123cd643ed70496c; not GitHub APPROVE.
    Both review findings resolved: extensionless notices packaged unchanged, and stop-string-trimmed proposals remain counted unlike model-stop/output-limit exclusions. Original failures/transient checks remain historical rather than relabeled success.
    NO_LICENSE is an unavailable resolver fallback; Apache-2.0 and third-party notices independently retained. User approval2026-10-27T12:08:19Z preserves candidate/backend-unverified and known negatives; not engine qualification or campaign PASS.

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