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docs: correct LearningToCommit implementation attribution - #233

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Dong1017 merged 4 commits into
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codex/issue8-source-fidelity
Oct 29, 2026
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Dong1017 merged 4 commits into
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codex/issue8-source-fidelity

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@Dong1017 Dong1017 commented Oct 29, 2026 •

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Governing Issue and delivery slice

Refs #8

Correct the existing repository-evolution-analysis skill's LearningToCommit implementation attribution, following the source audit. This is a bounded source-fidelity correction, not completion or acceptance of the broad investigation.

Knowledge authorship declaration

{"schema_version":1,"head_sha":"0e9fd4acabc69d5049016cd4a3551737ca7b906c","human_only":false,"material_ai_authors":[{"tool":"Codex","model_id":"gpt-6.1-sol","effort":"xhigh","role":"author"}]}

Changes and evidence

  • Correct chronological splitting/category tagging, emitted task schema, programmatic metrics, pairwise patch judging and directory-based skill access against LearningToCommit/LearningToCommit@7e5a1d7.
  • Clarify parent archive/new Git initialization versus actual isolation. Separate observed implementation, existing paper ledger and proposed InferRSI safeguards.
  • Preserve owner identity, metadata, registry, rights, candidate status and the later historical-lessons section. No new runtime or registry.
  • Source commit: fb8ced4. Native generated child refreshes 74 discovery records, discovery README and coverage digest. Other records retain semantics apart from provenance.
  • Independent read-only source inspection found no blocking factual correction; it did not author this content or establish full Issue acceptance.

Verification

PASS: native index render and --check (74 records), coverage --check, git diff --check, wheel build, offline noneditable installation and unchanged tests/check_installed.py outside checkout under python -I (122 records), corrected-owner installed content/hash/provenance checks.
Wheel SHA256: 5b5a2a5fbb7b80cfdf2f130590968987821f1f5262e8136ff5d3f8642a185a60.
Local pytest/Ruff unavailable; full suite not run locally. Dependency-install attempt did not execute because its environment wrapper failed. Fresh CI remains required.
No upstream code, model/provider/device experiments, workflow dispatch or paid calls. No efficacy result; candidate/not_run boundaries unchanged.

Remaining work

Obtain applicable CI and final integration review on this head. #8's broader research/design requirements remain open; this PR does not claim their acceptance.

Current-main reconciliation

Integrated main 75d96ea after #169 merged. All unrelated current-main blobs/modes and all 567 canonical library resources are preserved; source correction is byte-identical to the previously reviewed correction. Native outputs regenerated from the actual integrated source commit. Refreshed wheel/native installed check passes (122 records); fresh exact-head CI remains required. Offline package validation used preinstalled YAML through system-site-packages, not a newly downloaded clean dependency environment.

Separate the pinned public implementation, versioned paper claims and proposed InferRSI safeguards. Preserve the existing owner metadata and candidate limits.

Agent-assisted-by: Codex / gpt-6.1-sol [effort=xhigh] (material author)
Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Native outputs bound to source 69bfe42.

Agent-assisted-by: Codex / gpt-6.1-sol [effort=xhigh] (material author)
Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
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Skill evaluation

Automatic execution / cumulative PR budget: {"reason":"Audited PR ledger missing, unavailable or unsafe","remaining_usd":"unknown","reserved_or_unresolved_usd":"unknown","spent_or_legacy_usd":"unknown","state":"blocked"}

Advisory: obtain missing evidence

Retained evidence availability: planned / unexecuted. No approval or merge authorization is issued.

  • Retained evidence is planned / unexecuted.
  • No supported comparison cases were selected.
  • Uncovered/unsupported scope needs a case or explicit reviewer disposition.

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: 77. Gaps never count as passes.

Applicable only while these revisions and inputs match the current PR.
Paid execution requires trusted label authorization and cumulative PR reservation. Unknown accounting blocks new paid calls; planning is not execution.
Pipeline evidence only; offline fixed outputs do not establish skill efficacy.
Evidence and logs · Retention: 30 days.
Outcomes are historical; verifiable only before Unix time 1795827051 while the linked artifact is available. Expired evidence is unverified.

Plan bindings, budget, frozen exam and advisory details

Unchanged-correct is valid neutral evidence, not incremental benefit.
Content/source review and authorship admission remain separate.
Trusted regrading checks retained answers, not model/hardware provenance or a hostile executor; this is not an efficacy certification.

Per-case outcomes (discovery excluded; regressions and gaps first):

[]

Showing at most 20 of 0 pairs; the evidence link contains all outcomes, including omitted regressions/gaps.

Plan SHA-256: bf0138bf9ecd9f5bbe4c2b5a66f2508c5868a138c6e4b4ca687c14c18182fb79
Base: 75d96ea934de03014dd678b68ed03448ce763b66 · Head: 0e9fd4acabc69d5049016cd4a3551737ca7b906c
Trusted implementation: 75d96ea934de03014dd678b68ed03448ce763b66

Model/settings: {"effort":"not_applicable","name":"claude-opus-5-5"}
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":200000},"provider_config_sha256":"253cf88a7ff04311fd1dae897cb68a8c986f136e837dd00dbe5f8872bd094b5f","reservation":null}

Skill Comparison Cases Estimated calls

Provider/settings: {"client":{"api_version":"2023-06-01","endpoint":"https://yibuapi.com/v1/messages","kind":"anthropic-messages-agent-v1","max_output_tokens":4096,"max_read_bytes":32768,"max_request_bytes":131072,"max_requests":6,"max_tool_calls":12,"provider":"yibuapi"},"limits":{"token_stop_new_trials":200000},"model":{"effort":"not_applicable","name":"claude-opus-5-5"},"pricing":{"currency":"USD","expires_at":1793271228,"group":"default","max_input_tokens":1000000,"model":"claude-opus-5-5","rate_evidence":"https://github.com/InferMatrixLab/InferRSI/issues/215#issuecomment-6467531341","rates":{"cache_read":"0.4","cache_write":"10","input":"8","output":"40"},"request_fee":"0","unit":"per_million_tokens"},"spend_limit":{"amount":"200","currency":"USD"}}

Uncovered / unsupported paths (77)
  • uncovered: "docs/skill-coverage.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/ascend-video-diffusion-optimization.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-fixed-workload-claim.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-metal-fasth3-semantics.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-recurrent-kv-finalization.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/mistral-rs.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlc-llm.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlx-swift-lm.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/project-maya.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/vllm-metal.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/audit-flare-session-lifecycle.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/methods/repository-evolution-analysis/SKILL.md"

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Scoped LGTM for source/software at f326cf4 against base 013a481. Independent read-only review found no blocking findings for this bounded correction.

Implementation claims were checked against pinned LearningToCommit source. Native index/coverage checks pass; all 74 records differ only in declared provenance and the corrected owner's content hashes, pointing to source 69bfe42. Existing canonical prefix, historical-lessons tail, metadata, registry and paper ledger are unchanged.

Remote CI is green: all four Python 3.10/3.11 full-check and installed-package jobs (https://github.com/InferMatrixLab/InferRSI/actions/runs/40794843166), draft checks (https://github.com/InferMatrixLab/InferRSI/actions/runs/40794760388), and authorship declarations (https://github.com/InferMatrixLab/InferRSI/actions/runs/40794843182). Local full pytest/Ruff were unavailable; full-suite evidence is remote CI, not a claimed local rerun.

Explicit advisory disposition: source correction and generated projections are covered by source/native-output/package review. SkillEval plan https://github.com/InferMatrixLab/InferRSI/actions/runs/40794843180 has zero comparisons with execution skipped, so it supplies no efficacy evidence. Candidate/not_run boundaries remain; broad #8 acceptance stays open. No model/provider/device experiment was run. This COMMENT is not a formal approval or Issue acceptance.

@Dong1017
Dong1017 marked this pull request as ready for review October 29, 2026 00:44
@chatgpt-codex-connector

chatgpt-codex-connector Bot commented Oct 29, 2026 •

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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 2026-10-29T00:52:05.067241Z 0e9fd4a New commits
ℹ️ About Codex in GitHub

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

  • Open a pull request for review
  • Mark a draft as ready
  • Comment "@codex review" or "@codex security review".

Codex reacts with 👀 while any review is running, comments if it has suggestions, and reacts with 👍 once all reviews finish with no findings.

Preserve current main's accepted source and all unrelated paths.

Agent-assisted-by: Codex / gpt-6.1-sol [effort=xhigh] (material author)
Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Native outputs bound to fb8ced4.

Agent-assisted-by: Codex / gpt-6.1-sol [effort=xhigh] (material author)
Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>

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LGTM for the refreshed source/software head 0e9fd4a against main 75d96ea.

Incremental independent review confirms the correction is byte-identical to the previously reviewed source, all unrelated new-main blobs/modes are preserved, and the generated child contains exactly 76 native projection paths. All 74 records differ only by provenance and the corrected owner's hashes, bound to source fb8ced4. Native index/coverage checks pass; final tree is 9cc4cbb72da8044fe454c71415251fedd775df36.

Fresh Ready https://github.com/InferMatrixLab/InferRSI/actions/runs/40796648390 passes all four full-check/installed-package jobs on Python 3.10/3.11. Current per-head knowledge-model-policy succeeds and GitHub reports clean integration. This replaces the old-base integration evidence, not the original pinned-source review.

No efficacy result or broad #8 acceptance is claimed; candidate/not_run limits remain. No new model/provider/device execution.

@Dong1017
Dong1017 merged commit c38a75b into main Oct 29, 2026
11 checks passed
@Dong1017
Dong1017 deleted the codex/issue8-source-fidelity branch October 30, 2026 08:24
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