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knowledge: distinguish Xe-Forge trial origin and timing - #322

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Dong1017 merged 9 commits into
InferMatrixLab:mainfrom
Dong1017:codex/issue91-xeforge-source
Nov 9, 2026
Merged

Dong1017 merged 9 commits into
InferMatrixLab:mainfrom
Dong1017:codex/issue91-xeforge-source

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@Dong1017

@Dong1017 Dong1017 commented Nov 2, 2026 •

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Refs #91. Refs #177.

Problem and scope

Xe-Forge's tool-recorded origin, valid timing, comparison ordering and operation success describe different facts. This source-only amendment adds one reference and an ordinary source-readset JSON to the existing inference-benchmark-design owner, with an entry pointer, incremental metadata and both matrix mappings.

The guidance distinguishes caller-reported correctness from an observed oracle result, first-pass cohort pinning from complete measurement validity, and unresolved-comparison parity from a measured gain. It preserves conditional stale-ratio clearing, manual versus strict selection defaults, saved-versus-delivered byte identity and baseline-only oracle limits.

Fixed sources

  • IntelLabs/Xe-Forge, pinned to 6cd3ee98dfe32746b345a6abe521fa4cb9bdc187, Apache-2.0. The readset records exact inspected ranges for 18 source, rights and test-definition files.
  • Xe-Forge paper v1, CC BY 4.0, with text, appendix, tables and figure-caption scope recorded separately. Fourteen unverified graphics are excluded from conclusions. Source code, curated kernels, datasets, paper graphics and DCO text are not redistributed.

Original Xe-Forge canonical source 4c0888c1ec85d02f4b5d753e2389698652baf8b4 is retained through integration M aed1f791f5aac75d930d14ae7feef743b32b4b57 over main 1fca842ad692bafc1de5e005d10fd755d7e6534f. Corrective source M bb4720992ac2a515adc09b645e1e3cfda47e9d69 names the existing benchmark owner in the Reference Matrix row, so the original parser attributes that source row to its owner. This methodology owner remains N/A for hardware-resource coverage.

Current-main integration (head 8b4d05252a048a2672ede73170e281220a4b48dc)

This follows the agreed order after #332 landed as c38bb4e97db3ea4be4059b80376e0925e48c0df4, and addresses the cross-PR integration finding in the earlier review. The branch fast-forwards from the previous head c624c4c1c0e6631e026a2c2f7facef51719736ad; no history was rewritten.

Commit Parents Content
5898e717015272257fdd14e06d8ae6b542d2c3ce previous head, main c38bb4e9 Combined source snapshot. Main brings Infera, vllm-ascend and all other changes since 1fca842a. Only generated projections conflicted; they kept main's bytes until regeneration
8b4d05252a048a2672ede73170e281220a4b48dc 5898e717 Projections regenerated by main's unchanged writers from the committed combined source

Relative to main c38bb4e9, the head changes exactly the six Xe-Forge canonical paths plus 82 generated paths: 80 registered owner records, the generated knowledge README.md and docs/skill-coverage.md. The four owner-local files are byte-identical to the previous head. Both matrices auto-merged; their delta from main equals this PR's original delta, and the Infera rows from #332 are kept. Every owner record names 5898e717 as its source commit.

Commands run at this head, all exit 0:

python tools/build_skill_index.py --source-revision 5898e717015272257fdd14e06d8ae6b542d2c3ce
python tools/build_skill_coverage.py
python tools/build_skill_index.py --source-revision 5898e717015272257fdd14e06d8ae6b542d2c3ce --check   # 80 metadata records current
python tools/build_skill_coverage.py --check   # 80 registered skills, 63 unregistered; matches sources

git merge-tree --write-tree c38bb4e9 8b4d0525 is conflict-free and produces exactly this head's tree 771e72652a514945cec417d5d61bbb4a306152fc. Main has since advanced to 952e510760eec528e338d474ea08acc737829793 (#369), which changes only docs/kv-reclamation-qualification.md; the trial merge with that main is also conflict-free and differs from this head only in that page. The coverage view attributes Xe-Forge to inference-benchmark-design and still maps both Vidur and Infera to calibrate-serving-simulation.

Focused local tests at this head (Python 3.13, imports bound to the checkout) passed with exit 0: 162 passed, 5 skipped across the index, coverage view, catalog, library/readers, knowledge contract, catalog CLI, Collect selection and knowledge CLI suites. The worktree stayed clean. Hosted Python 3.10/3.11 full and installed-package checks are the full-suite evidence for this head.

This integration has not had an independent review yet; formal review is requested on this head.

Earlier head evidence (c624c4c1c0e6631e026a2c2f7facef51719736ad)

The following results apply to the previous head over main 663f3b32 and are not substituted for current-head checks.

Both original native write modes passed from the corrected M, and both check modes passed at that head with 79 metadata records. Owner/catalog/checkout/source-package and revision-bound resource reads passed. Whole-resource Collect selected 12 resources (154,669 bytes) with no omissions.

Ready 41632654789 passed all six jobs. Python 3.10 and 3.11 full checks each reported 3,544 passed / 13 skipped / 1 warning / 284 subtests, plus Ruff. Both fresh isolated noneditable wheel installations loaded 127 source-grounded records. Private independent gpt-6.1-sol / ultra review of that complete head returned LGTM (review-only). Codex review completed with no findings.

Limits

SkillEval has zero comparisons / zero model calls. Knowledge remains candidate/not_run and efficacy remains not_evaluated. No upstream suite, model/device execution, kernel benchmark, quality/service experiment or paid trial was run. Pending DeepSeek, NInfer, Faster CosyVoice and Embodied increments are not imported; each later PR must preserve its canonical increment on the actual predecessor and regenerate projections from the combined source revision.

Knowledge authorship declaration

{
  "schema_version": 1,
  "head_sha": "8b4d05252a048a2672ede73170e281220a4b48dc",
  "human_only": false,
  "material_ai_authors": [
    {
      "tool": "Codex",
      "model_id": "gpt-6.1-sol",
      "effort": "max",
      "role": "author"
    },
    {
      "tool": "Claude Code",
      "model_id": "claude-opus-5-5",
      "effort": "xhigh",
      "role": "author"
    }
  ]
}

Bind saved kernel trials to result origin and comparator identity.
Keep host gates, selection parity, caller defaults and oracle limits explicit.

Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Agent-assisted-by: Codex (gpt-6.1-sol, reasoning_effort=max)
Require result-origin and evaluator receipts before treating a stored pass as observed acceptance.

Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Agent-assisted-by: Codex (gpt-6.1-sol, reasoning_effort=max)
Regenerate coverage and the catalog from the committed Xe-Forge source amendment.

Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Agent-assisted-by: Codex (gpt-6.1-sol, reasoning_effort=max)
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Codex Review Summary

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Review Status Commit Review trigger
📝 Code Review ✅ Completed 2026-11-03T12:09:42.617184Z c624c4c New commits
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github-actions Bot commented Nov 2, 2026 •

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Skill evaluation

PLANNED: not executed; there are no task outcomes yet.
No approval, model efficacy or current-head test result is implied.

  • Next: run the pinned source/index --check below at head 8b4d05252a048a2672ede73170e281220a4b48dc.
  • Blockers: Executable snapshot entries are not supported. No unsafe fallback; details below.
  • Selected comparisons: 0 · Estimated task calls: 0. Uncovered/unsupported changes: 88; Canonical library paths: 4; Generated projection paths: 81; Other paths: 3. These are paths, not independent claims.
  • Return: command, input/source pin, exit status, outputs/failures and untested claims for independent verified/refuted/unverified disposition.
Author verification steps (nonpaid; not yet run)
  1. Bind the checkout. Run git rev-parse HEAD; it must equal 8b4d05252a048a2672ede73170e281220a4b48dc. If it differs, obtain a current plan; do not reuse old results.
  2. Check source/index consistency. At that PR checkout, using the reviewed repository tool and its documented development dependencies, run:
python tools/build_skill_index.py --source-revision 5898e717015272257fdd14e06d8ae6b542d2c3ce --check

The declared source pin matches this head's canonical library bytes. The command has not run: retain its exit code and full drift/success output. It checks the generated projection, not claim truth or skill efficacy.
No supported automatic comparison is selected. Review the canonical changes and explain which claims need evidence, are unaffected, or remain unverified; do not treat generated records as separate behavioral claims.

  • inference-benchmark-design
    Selected by the trusted path mapping: src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md; src/inferrsi/data/skill_library/methods/inference-benchmark-design/metadata.json (+2 more in the plan).
    Unsupported: Executable snapshot entries are not supported. No snapshot prepared; task metadata is in details. Do not relax snapshot safety.
    Uncovered scope by location: Canonical library paths: 4; Generated projection paths: 81; Other paths: 3. Path counts are not claim counts; no metadata-only conclusion is inferred.
  1. Return evidence for independent review: head, check/task/source pin, command, environment, exit status, outputs/failures and untested claims. Label scripted controls. Request each claim's disposition: verified, refuted or unverified; this plan proves neither model provenance nor benefit.
    Check recipes and evidence limits

Evidence and logs · Retention: 30 days.
Retained artifacts are verifiable only before Unix time 1796798472 while the linked artifact is available. Expired evidence is unverified.

Plan bindings, budget, frozen exam and advisory details

Advisory: obtain missing evidence

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

  • Retained evidence is planned / unexecuted.
  • No supported comparison cases were selected.
  • Uncovered/unsupported scope needs a case or explicit reviewer disposition.
    Plan SHA-256: 7484521650eba7a705068bdcf7da087966548cce1cca4b0f29083610871ecbaf
    Base: c38bb4e97db3ea4be4059b80376e0925e48c0df4 · Head: 8b4d05252a048a2672ede73170e281220a4b48dc
    Trusted implementation: 952e510760eec528e338d474ea08acc737829793

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":"b28d80f8194fbe0f5a9f01515efb24b218979fd45f702776560da276f4b30d04","reservation":null}

Skill Comparison Cases Estimated calls
inference-benchmark-design unsupported snapshot: Executable snapshot entries are not supported — 0

Selection/task metadata (not a relevance verdict):

{"adapter":"audit","basis":"trusted_path_mapping","matched_paths":["src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md","src/inferrsi/data/skill_library/methods/inference-benchmark-design/metadata.json","src/inferrsi/data/skill_library/methods/inference-benchmark-design/references/xeforge-source.json","src/inferrsi/data/skill_library/methods/inference-benchmark-design/references/xeforge-trial-evidence.md"],"tasks":[{"evidence_scope":"http_fixed_workload","id":"audit-threshold","request":"Audit the fixed input report using its contract. Compute the median of per-trial request means, including every request in each trial, and the percentage reduction relative to the baseline aggregate.","split":"holdout"}]}

Automatic execution / cumulative PR budget:

{"reason":"Trusted configuration or pricing missing, invalid or expired","remaining_usd":"unknown","reserved_or_unresolved_usd":"unknown","spent_or_legacy_usd":"unknown","state":"blocked"}

Projection check selection (not an executed result):

{"declared_in":"src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md","source_revision":"5898e717015272257fdd14e06d8ae6b542d2c3ce","status":"ready"}

Provider/settings: {"client":{"api_version":"2023-06-01","endpoint":"https://yibuapi.com/v1/messages","kind":"anthropic-messages-full-context-v1","max_output_tokens":4096,"max_read_bytes":32768,"max_request_bytes":262144,"max_requests":1,"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 (88)
  • uncovered: "docs/reference-matrix.md"
  • uncovered: "docs/searchspace-matrix.md"
  • 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/torch-npu.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/ascend/skills/vllm-ascend.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/lithos-metal.json"
  • uncovered: "src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.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/pytorch.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/video-diffusion-optimization.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"
  • unsupported: "src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md"
  • unsupported: "src/inferrsi/data/skill_library/methods/inference-benchmark-design/metadata.json"
  • unsupported: "src/inferrsi/data/skill_library/methods/inference-benchmark-design/references/xeforge-source.json"
  • unsupported: "src/inferrsi/data/skill_library/methods/inference-benchmark-design/references/xeforge-trial-evidence.md"

@Dong1017 Dong1017 added the area:knowledge Knowledge line: packs, skill library, knowledge admission label Nov 2, 2026 — with ChatGPT Codex Connector

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Source review found no actionable defect in the Xe-Forge amendment at 76b680a6. Skill Eval still has no executed comparison; this is a scoped source/software COMMENT, not an unconditional merge-readiness conclusion.

  • Verified source claims: all 18 pinned source files match the recorded byte counts, SHA-256 and Git blob identities. The inspected host/manual/Claude paths support the distinctions between recorded origin, comparison validity, conditional ratio updates, measured-only selection, delivered bytes and baseline-oracle limits.
  • Software evidence: current Ready and per-head declaration checks pass. The tested synthetic merge has exactly the head tree. The canonical source-to-head delta contains only 81 projection files; the other 78 cards change only their source URL/commit headers.
  • Remaining limits: the Skill Eval plan selects zero comparisons and retains the executable-snapshot refusal. Its nonpaid index-check success is author-reported and checks projection consistency. Source fidelity is verified within the inspected paths; skill benefit, native execution and model/service acceptance remain unverified.
  • Next: the existing PR owner, Dong1017, retains integration. Use this bounded source/software disposition alongside the remaining evaluation limits when making the integration decision; no new implementation work is assigned.
Evidence and review scope
  • Reviewed head: 76b680a6a2be842e7999ffaf4a1a31c76c3dfac2.
  • API base / observed main: 2baebf6ebb815ebf07d21c41e3b3754858c0798e.
  • Canonical source: 4c0888c1ec85d02f4b5d753e2389698652baf8b4; projection-only delta.
  • Xe-Forge pin: 6cd3ee98dfe32746b345a6abe521fa4cb9bdc187. I reread the recorded source identities/ranges and traced the amendment's claims through the pinned trial manager, benchmark, external host, CLI, trial/finalization and Claude-engine paths. I checked relevant paper v1 context and claim boundaries; the retained HTML digest, unused graphics and empirical results were not independently validated.
  • Ready run passed all six jobs. I inspected the Python 3.11 full-check log: Ruff passed; 3,389 tests passed, 13 skipped, 284 subtests passed. Checkout d58d053437ab62452fe6a05f6233d369a10de9ed has main/head parents and the same Git tree as head: 8062924cf9e8fa2e9b98ddb1233b37d1f2b6a9d3.
  • Current declarations passed. Skill Eval remains PLANNED with execution skipped. I assessed the nonpaid handoff under the current contract: the source review supports source-fidelity claims, while a path mapping or index check does not establish task benefit.
  • Independent maintenance review; I did not implement this PR. This run performed static reads, hashing and existing-log inspection only. No local suite, upstream tests, model/device execution or paid trial was run. Candidate/not_run status and efficacy limits remain applicable. This comment does not accept the governing Issues.

Preserve the existing Xe-Forge source reference and main applicability, resource-layer and matrix additions before regenerating projections.

Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author)
Rebuild the native catalog and resource-layer coverage from the actual combined canonical source revision.

Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author)
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The PR adds a source readset and an interpretation reference for IntelLabs/Xe-Forge to the inference-benchmark-design skill, updates both matrices and the owner metadata, and regenerates the packaged projections (79 skill records, the knowledge README, docs/skill-coverage.md). I re-rendered all 81 generated paths from the head tree and they match byte-for-byte, confirmed the canonical library at the declared source pin aed1f791… equals the head library, build_skill_coverage.py --check passes, and the new record's 12 source_files hashes round-trip through KnowledgeReader; the targeted knowledge/index tests pass. The complete local suite is not a usable signal in this container (git 2.39 lacks --no-lazy-fetch, sandboxed tmp), so the head's green hosted run remains the authority; no findings, and the edited body's verifiable claims (81 projection files, source-pin bytes, current main's five release-only files) hold. Relevance: current — main's 663f3b32 delta is release tooling only and does not overlap this knowledge slice.
Earlier findings: none (the prior Codex review reported zero findings; the body edit only replaces the pending validation section with completed evidence that matches the tree).
Labels: kind:docs (knowledge/documentation delivery; area:knowledge is already set by a human)

Reviewed commit: ed8b306
Coverage: Snapshot: 2645 files, 42452485 bytes; skipped 0 entries; Initial model context: 28 files; other accepted files available through tools; Git workspace contains a fixed snapshot, not full upstream history

@agent-ci-infra-bot agent-ci-infra-bot Bot added bot-reviewed kind:docs Documentation and template delivery labels Nov 3, 2026
Make the reference matrix source row attributable to the registered
benchmark owner. Retain its hardware applicability exclusion and sources.

Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author)
Generate native projections from actual corrected canonical source
bb47209.

Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author)
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Head c624c4c adds the Xe-Forge source record and interpretation reference to inference-benchmark-design, both matrix mappings, and regenerates the packaged projections; the final commits add one reference-matrix owner token and rebuild the catalog/coverage from corrected source pin bb472099. I re-verified the generated state (index --check against bb472099: "Skill index is current: 79 metadata records"; coverage --check: "docs/skill-coverage.md matches its sources"), confirmed the 79 changed cards differ only in source URL/commit and that the head library is byte-identical to the declared pin, and ran the knowledge/index/skill test files (all pass); the full local suite is environment-blocked (git 2.39 < 2.45, noexec tmp) and the hosted full/installed-package checks are green on this head. Earlier findings: none — the prior review at ed8b3063 reported zero, and I found no new defect. Relevance: current — main's single 663f3b32 commit adds release workflow/docs/tests/tool files only, with no overlap with this knowledge slice. Labels: kind:docs (documentation/knowledge delivery; area:knowledge is already set by a human).

Reviewed commit: c624c4c
Coverage: Checkout: 2645 files at c624c4c in a git worktree with the repository's history

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Review at head c624c4c1: no defect found in the Xe-Forge source record/reference in isolation (tools/build_skill_coverage.py --check passes locally), but I am not approving yet because of a cross-PR integration problem:

  1. Conflicts with the other open knowledge PRs: merging this head onto main together with any of Extend VLA observation-to-action benchmark guidance #342, Add source-bound TTS playout benchmark guidance #339, knowledge: audit Infera serving-search result provenance #332, knowledge: validate NInfer state and completion contracts #325 or knowledge: audit DeepSeek C expert-cache byte validity #324 produces 81-84 conflicting files in my local trial merges (generated repo_packs/.../knowledge/**, docs/skill-coverage.md, docs/reference-matrix.md, docs/searchspace-matrix.md). Extend VLA observation-to-action benchmark guidance #342, Add source-bound TTS playout benchmark guidance #339 and knowledge: validate NInfer state and completion contracts #325 also edit the same hand-written src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md and metadata.json, so those need a real content merge.
  2. Expected: please agree a merge order with the other authors; after each predecessor lands, rebase, re-merge inference-benchmark-design/SKILL.md/metadata.json, regenerate the projections, re-run the index/coverage checks and request re-review on the new head.

Not verified by me: the upstream source pins in xeforge-source.json.

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Re-review at head c624c4c1c0e6631e026a2c2f7facef51719736ad (range 1fca842ad692bafc1de5e005d10fd755d7e6534f...c624c4c1c0e6631e026a2c2f7facef51719736ad). Not approving.

No new commits since the prior short-SHA note. Isolation content (Xe-Forge reference + SKILL.md pointer) still looks coherent, but blockers remain:

  1. Dirty vs main: mergeable_state=dirty; PR base is still 1fca842a... while current main is 1246348f252dbc7e473efb1752c2d81da15e23fd. Rebase required.
  2. Cross-PR integration: sibling knowledge PRs still open (Extend VLA observation-to-action benchmark guidance #342, Add source-bound TTS playout benchmark guidance #339, knowledge: audit Infera serving-search result provenance #332, knowledge: validate NInfer state and completion contracts #325, knowledge: audit DeepSeek C expert-cache byte validity #324). They overlap on generated repo_packs/.../knowledge/**, docs/skill-coverage.md, docs/reference-matrix.md, docs/searchspace-matrix.md. Extend VLA observation-to-action benchmark guidance #342/Add source-bound TTS playout benchmark guidance #339/knowledge: validate NInfer state and completion contracts #325 also edit the same hand-written src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md and metadata.json (this PR adds the Xe-Forge entry pointer there).
  3. Expected: agree a merge order; after each predecessor lands, rebase, re-merge the hand-written SKILL/metadata, regenerate projections, re-run index/coverage checks, and request re-review on the new head.

Not verified by me: upstream source pins in xeforge-source.json.

Reviewed commit: c624c4c1c0e6631e026a2c2f7facef51719736ad.

Merge main after the Infera source landed, preserving the Xe-Forge
references, owner metadata and matrix rows. Generated projections keep
main's bytes until they are regenerated from this commit.

Agent-assisted-by: Claude Code / claude-opus-5-5 [effort=xhigh] (author)
Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Run the current main writers on the committed combined source snapshot.
Retain the full registered catalog and source mappings.

Agent-assisted-by: Claude Code / claude-opus-5-5 [effort=xhigh] (author)
Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>

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PR review verdict — DO NOT PASS

Reviewed base c38bb4e97db3ea4be4059b80376e0925e48c0df4 and head 8b4d05252a048a2672ede73170e281220a4b48dc (#322). Seeded diff mode is full and previousHead is empty, so this re-review is against main and is separate from the amendment previously inspected at 76b680a6.

Blocker — the source pin and trial note are not fully reviewable on this head.

  • src/inferrsi/data/skill_library/methods/inference-benchmark-design/references/xeforge-source.json is a 464-line addition (index 000000000..9aa863ce0). The seeded pr/diff.patch stops inside the first file entry's rights_note (CONTRIBUTING.md, git blob 3b253e011739bfd1437876e533e694a7a9991e3b). The other 17 pinned paths and their SHA-256 values, byte counts, and exclusion notes are absent from this review diff.
  • references/xeforge-trial-evidence.md is the note SKILL.md now points to (new paragraph at the insertion around line 188), and it is listed from metadata.json provenance_readsets, docs/reference-matrix.md, docs/searchspace-matrix.md, and knowledge/common/skills/inference-benchmark-design.json (recorded content SHA-256 802c4dfe83983cbd6740231d5d0e2b459792b685de8dfbefb6dc51a912e23604). Its body is absent from the seeded diff.

Trigger: the matrices and metadata assert an 18-file pin at 6cd3ee98dfe32746b345a6abe521fa4cb9bdc187, named-verdict update limits, measured-only versus manual delivery, and baseline-oracle limits. Those assertions need the note and the rest of the pin on head 8b4d052.

Expected correction: include the complete xeforge-source.json and xeforge-trial-evidence.md in the reviewable diff for this head. I will re-read after that push. This comment does not approve and does not change scope.

Visible on this diff, still consistent where the text is present

  • SKILL.md, metadata.json, both matrices, and the inference-benchmark-design knowledge card name the same 18 Xe-Forge paths, paper arxiv:2605.26118 v1, empirical_validation: not_run, and efficacy not_evaluated. New failure modes keep tool-origin, a displayed/manual best, ratio omission, and baseline agreement distinct from a measured gain.
  • docs/skill-coverage.md moves inference-benchmark-design to 6 advice and 9 readsets. Input digest is sha256:19d575629009048019f2fd2dfcf1f4c4afd1d529fa4cfc27e65dfb3103768f6f. Other knowledge cards in the seeded diff change the source snapshot URL/commit from 8d40de5673666430573a5d1c1aa3f17e906a1be3 to 5898e717015272257fdd14e06d8ae6b542d2c3ce.
  • Prior comment on 76b680a6 recorded no actionable defect there. Skill Eval still selects zero comparisons on this head (not_run / not_evaluated). That limit stays outside this source-record slice once the two files above are readable.

Not verified here: Xe-Forge blob/SHA-256/byte recomputation, the xeforge-trial-evidence.md text, build_skill_index.py --check, build_skill_coverage.py --check, CI, and any executed Skill Eval comparison.

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LGTM

PR review verdict — PASS
Reviewed base c38bb4e97db3ea4be4059b80376e0925e48c0df4 and head 8b4d05252a048a2672ede73170e281220a4b48dc; incremental range since my last review c624c4c1c0e6631e026a2c2f7facef51719736ad...8b4d05252a048a2672ede73170e281220a4b48dc (merge 5898e717 + regeneration 8b4d0525).

Earlier blockers resolved:

  1. Dirty vs main: the branch now merges current main c38bb4e9 (after #332 landed) and GitHub reports it mergeable. Main's only later commit 952e5107 touches docs/kv-reclamation-qualification.md and does not overlap this PR.
  2. Cross-PR integration: rebased/merged in the stated order after #332, projections regenerated. The follow-up rebase burden now falls on the remaining sibling knowledge PRs (#342, #339, #325, #324) once this lands.

Verified:

  • The four owner-local files (SKILL.md, metadata.json, references/xeforge-source.json, references/xeforge-trial-evidence.md) are unchanged between the previous and current head; the net diff vs main is the 6 canonical paths plus 82 generated paths (80 records at 2+/2− source-snapshot bumps, knowledge README.md, docs/skill-coverage.md), and the inference-benchmark-design card.
  • Recomputed SHA-256 at head for SKILL.md (a7ea13bc…), metadata.json (cf42c693…), xeforge-source.json (6c21791b…) and xeforge-trial-evidence.md (802c4dfe…); all match the source_files entries in knowledge/common/skills/inference-benchmark-design.json.
  • Matrix rows (reference + searchspace) are additive only and consistent with the card (18 pinned Xe-Forge paths at 6cd3ee98, candidate/not_run, efficacy not_evaluated).
  • Hosted checks on this head are green, including full-check (3.10/3.11), installed-package (3.10/3.11), declarations and pr-references.

Not verified by me: upstream Xe-Forge blob/byte pins inside xeforge-source.json, and any executed Skill Eval comparison (still zero selected).

@Dong1017

Dong1017 commented Nov 9, 2026

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@zengchuang-hw, could you please review 8b4d05252a048a2672ede73170e281220a4b48dc? It merges main after #332 landed (c38bb4e9) and regenerates the projections from the combined source 5898e717. amy-why-3459 has approved this head.

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LGTM

PR review verdict — PASS

Review range c624c4c → 8b4d052 for the earlier integration review. Current head 8b4d05252a048a2672ede73170e281220a4b48dc, PR base c38bb4e97db3ea4be4059b80376e0925e48c0df4, targeting main. I verified the current integration and the complete source amendment in response to the review request.

本轮已解决 · Resolved

  • The complete readset and trial note are readable from the exact Git revision. Both and the two owner files match the preceding head byte for byte and match their generated card hashes. I fetched all 18 pinned files and checked their tree entries, Git blob IDs, byte lengths, SHA-256 and cited line bounds. The relevant source predicates support the note's distinctions among tool origin, conditional ratio clearing, candidate ranking and baseline-only oracle evidence. The Cursor comment identified a review input truncation. The full Git objects close that evidence gap. Upstream pin · Paper v1
  • The six canonical paths contain the bounded Xe-Forge methodology amendment. Of the 80 regenerated records, 79 differ only in their shared source pin. The two matrices retain the existing source rows. Both local generator check modes passed from the combined source revision 5898e717. The trial merge with current main 952e510 is clean and adds only the separate KV documentation page relative to the reviewed head. Current diff · Governing backlog

批准前必做 · Before I can approve

No outstanding items.

非阻塞问题或建议 · Non-blocking

Later sibling knowledge PRs need their own reconciliation and regenerated outputs after this PR lands.

I checked the exact-head Ready workflow and knowledge-model-policy. Both passed. The local checks were the two generation checks and diff whitespace. Hosted checks provide the full-suite and wheel evidence. The scope is source-derived guidance. No upstream runtime or SkillEval model comparison was executed in this review.

Codex performed this review under direct delegation from zengchuang-hw, using that connected GitHub account. The delegation covers independent review and feedback on this PR and formal approval of its verified head when the applicable checks pass.

@Dong1017
Dong1017 merged commit 4715f95 into InferMatrixLab:main Nov 9, 2026
11 checks passed
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