From d100791ac4e02406b685d8bc0030de51130a3a06 Mon Sep 17 00:00:00 2001 From: GUOGUO Date: Mon, 26 Oct 2026 16:16:17 +0800 Subject: [PATCH 1/5] Add fixed-workload claim audit guidance Register the retained generic audit procedure as a candidate skill without an efficacy claim. Preserve its source content and internal provenance. Source author and integration settings confirmed by the owner on 2026-10-26. Signed-off-by: GUOGUO Agent-assisted-by: Codex (OpenAI), model: gpt-6.1-sol, effort: xhigh --- .../audit-fixed-workload-claim/SKILL.md | 58 +++++++++++++++++++ .../audit-fixed-workload-claim/metadata.json | 9 +++ .../data/skill_library/skill-index.json | 4 ++ 3 files changed, 71 insertions(+) create mode 100644 src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md create mode 100644 src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/metadata.json diff --git a/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md b/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md new file mode 100644 index 00000000..047ec3c4 --- /dev/null +++ b/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md @@ -0,0 +1,58 @@ +--- +name: audit-fixed-workload-claim +description: Audit a performance claim from supplied fixed-workload reports and an explicit measurement contract. Check aggregation, retained observations, comparability and quality evidence without launching new benchmarks. +--- + +# Audit a Fixed-Workload Claim + +Status: candidate. This procedure interprets supplied evidence; it does not +establish a measured improvement by itself. + +## Recover the declared decision + +Identify the metric, unit, timing boundary, improvement direction, aggregation +rule and threshold from the supplied contract. Separate these from the report's +own verdict. Use the contract's comparison operator, including how equality is +treated. If a missing rule permits different verdicts, expose the ambiguity +instead of choosing the favorable interpretation. + +## Preserve the observation hierarchy + +Keep request observations inside their original trials and workload groups. +Do not discard late requests, failures or outliers merely because they weaken +the claim. Apply only exclusions fixed by the measurement contract, and report +their counts and reasons. Do not move requests between trials. + +Apply the declared reduction in its stated order. For example, a median of +per-trial request means first averages every included request in each trial, +then takes the median of those means. A pooled request median is a different +statistic; it weights trials differently when request counts differ. Neither +operation may silently replace the other. + +Retain units and enough precision to evaluate the threshold before rounding. +For a lower-is-better metric with a positive baseline, percentage reduction is +`100 * (baseline - candidate) / baseline`. For a higher-is-better metric, +percentage improvement is `100 * (candidate - baseline) / baseline`. +An undefined denominator cannot support a percentage claim. + +## Check what was actually compared + +Verify the model and code revisions, device resources, input workload, request +counts, warmup, timing boundaries and load settings needed by this claim. +Missing metadata stays unknown. Different workloads or incomplete observations +cannot be repaired by a favorable aggregate. Keep separate regimes and metrics +separate unless the contract defines their aggregation. + +Check the declared quality and completion evidence independently of timing. +A numerical speed improvement does not establish task success; a quality pass +does not establish equivalent measured work. Flag differences in output work, +failure accounting or execution coverage that limit the comparison. + +## Return an auditable conclusion + +Show the baseline and candidate aggregates, the calculation, the threshold +comparison and the evidence or missing information that controls the verdict. +Follow the requested output schema and the contract's verdict semantics. +Distinguish a failed performance threshold from an unverified comparison or +missing quality evidence. Do not replace missing evidence with a pass, and do +not launch a new benchmark or alter the contract to resolve an unfavorable result. diff --git a/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/metadata.json b/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/metadata.json new file mode 100644 index 00000000..81b8fdcf --- /dev/null +++ b/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/metadata.json @@ -0,0 +1,9 @@ +{ + "status": "candidate", + "origin": ["internal"], + "tags": ["performance", "audit", "measurement"], + "empirical_validation": "not_run", + "limitations": [ + "Guidance for supplied reports; no local efficacy validation or measured performance gain is established." + ] +} diff --git a/src/inferrsi/data/skill_library/skill-index.json b/src/inferrsi/data/skill_library/skill-index.json index 53c3ccef..ae9c3b6d 100644 --- a/src/inferrsi/data/skill_library/skill-index.json +++ b/src/inferrsi/data/skill_library/skill-index.json @@ -240,6 +240,10 @@ "reason-hopper-kernels": { "path": "hardware/cuda/reason-hopper-kernels", "backend": "cuda" + }, + "audit-fixed-workload-claim": { + "path": "methods/audit-fixed-workload-claim", + "backend": "common" } } } From 7577a8839d65846d9a4a56e7ab45f744a697d402 Mon Sep 17 00:00:00 2001 From: GUOGUO Date: Mon, 26 Oct 2026 16:24:10 +0800 Subject: [PATCH 2/5] Refresh discovery projections for the added audit skill Regenerate all 61 records from committed source d100791ac4e02406b685d8bc0030de51130a3a06 using the unchanged index generator. Keep current owners and update inventory assertions for one additional common skill. Signed-off-by: GUOGUO Agent-assisted-by: Codex (OpenAI), model: gpt-6.1-sol, effort: xhigh --- .../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/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 | 76 +++++++++++++++++++ .../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 +- .../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 +- .../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 +- .../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 +- .../common/skills/storage-io-measurement.json | 6 +- .../skills/training-input-pipeline.json | 6 +- .../skills/training-resource-budget.json | 6 +- .../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 +- tests/check_installed.py | 4 +- tests/test_skill_index.py | 10 +-- tests/test_skill_library.py | 2 +- 65 files changed, 268 insertions(+), 191 deletions(-) create mode 100644 src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index 5113cc5e..d75996d2 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 60 registered skills in `data/skill_library/`. +Generated abstracts for all 61 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: [933c3e31f2b6f4f7957216ac641bf5dbb63ba002](https://github.com/InferMatrixLab/InferRSI/tree/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library). +Source snapshot: [d100791ac4e02406b685d8bc0030de51130a3a06](https://github.com/InferMatrixLab/InferRSI/tree/d100791ac4e02406b685d8bc0030de51130a3a06/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 933c3e31f2b6f4f7957216ac641bf5dbb63ba002 --check +python tools/build_skill_index.py --source-revision d100791ac4e02406b685d8bc0030de51130a3a06 --check ``` `--check` detects missing, stale and unexpected generated records without writing. @@ -50,6 +50,7 @@ References and cases ship with their owning skill, not as duplicate knowledge ab | [assess-serving-preemption](common/skills/assess-serving-preemption.json) | common | candidate | | [assess-split-backward-schedule](common/skills/assess-split-backward-schedule.json) | common | candidate | | [audit-afd-p2p-exchanges](cuda/skills/audit-afd-p2p-exchanges.json) | cuda | candidate | +| [audit-fixed-workload-claim](common/skills/audit-fixed-workload-claim.json) | common | candidate | | [audit-h3-runtime-residency](common/skills/audit-h3-runtime-residency.json) | common | candidate | | [audit-llama-runtime-state](common/skills/audit-llama-runtime-state.json) | common | candidate | | [audit-sd-cpp-residency](common/skills/audit-sd-cpp-residency.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 fdf27223..c3828fb4 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "e4c02d4ae85e473947e024c38aed121ca8e5cfbfe1091c5792ce58a349248187", "src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/references/source-notes.md": "6ffbfb68cc7e04923b4fbca2a73a7555b7c3b45a6f40819bb5f3213ef05cf88d", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 292d29e3..18e3fbb3 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "2c23209ef418287f1023f53eba4eda66551f09ab102a61c879df27c25365e757", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 be1d1b4a..2cc64001 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "4c1d592d3456d99cc474cad2fd2a5c206492d81c4f519a3d18cc797d72deec47", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 9ecd6626..2d6ec354 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "b0bfa30de94dcda06e2289f5d4a2e44a473f40fb871059e4580f33588f2a51dc", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 af178ea5..77cfb4de 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "4c6d0c901f0b3858c7dc337c86d892194e4102c8b349932a4caf1a811c99b1ed", - 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"src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 05f17630..cad6ff80 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "7ee44d25214f4a6bbeeea4bec61941b2ec2ea469e595865e9346a7589576bd16", "src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/references/source-notes.md": "80cba4d3a884e7ee2618326cf74b9f9c3a34e4d9cf443707f6bbe673f2d5ba65", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 35c107b4..c521662c 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "17f96ff8d36a844d4a62a06975ad918bb8554f343543a3e7ea23e2d98c37fd0b", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 0c2a0a5a..1ee4d765 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "4c52db9b143204496d9bc194d981322ad39a6f8cb399fb49abcb80d7b2924533", "src/inferrsi/data/skill_library/methods/assess-serving-preemption/references/source-notes.md": "f29fcecfba0490008a354c11b42403983fe165e56ff907ad61cc6040d2b6407f", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "assess-serving-preemption", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-split-backward-schedule.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-split-backward-schedule.json index af11704e..7c9e5ff1 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-split-backward-schedule.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-split-backward-schedule.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/SKILL.md", "src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/SKILL.md": "1e64f28ea71672fb53c56f6108b87864738c6d03d6dcd32eedaef9e0625e96e3", "src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/metadata.json": "858fdd88c6bd2f118bd1d527bb37d47bcc2722cc6140d52ee4657e646cdce080", "src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/references/source-notes.md": "61b1609f71c37b61d136b8c4d39f793de87cffb1cf31c8ec737a1c3fa6fb1b4e", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "assess-split-backward-schedule", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json new file mode 100644 index 00000000..2cdb6e94 --- /dev/null +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json @@ -0,0 +1,76 @@ +{ + "schema_version": 1, + "id": "inferrsi.common.skills.audit_fixed_workload_claim", + "title": "audit-fixed-workload-claim", + "repo": "inferrsi", + "tier": "contribution", + "backend": "common", + "component": "skills", + "scenario": "skills.discovery", + "status": "imported", + "summary": "Audit a performance claim from supplied fixed-workload reports and an explicit measurement contract. Check aggregation, retained observations, comparability and quality evidence without launching new benchmarks.", + "tags": [ + "performance", + "audit", + "measurement" + ], + "origin": [ + "internal" + ], + "sources": [ + { + "type": "git", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", + "paths": [ + "src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md", + "src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/metadata.json", + "src/inferrsi/data/skill_library/skill-index.json" + ], + "content_sha256": "8486f253b43bbcbf17e77e1669a6cf9ac56fdacda46de8246f68619004044dee" + } + ], + "index_type": "packaged-skill", + "skill_documents": { + "original": "data/skill_library/methods/audit-fixed-workload-claim/SKILL.md" + }, + "checkout_ref": "checkout:audit-fixed-workload-claim", + "source_files": { + "src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md": "8486f253b43bbcbf17e77e1669a6cf9ac56fdacda46de8246f68619004044dee", + "src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/metadata.json": "81edd75fa16939807548d0944e9203cfd7c0cb17e63463872d96ca2c1273d1d8", + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" + }, + "skill_metadata": { + "name": "audit-fixed-workload-claim", + "description": "Audit a performance claim from supplied fixed-workload reports and an explicit measurement contract. Check aggregation, retained observations, comparability and quality evidence without launching new benchmarks.", + "status": "candidate", + "origin": [ + "internal" + ], + "tags": [ + "performance", + "audit", + "measurement" + ], + "empirical_validation": "not_run", + "limitations": [ + "Guidance for supplied reports; no local efficacy validation or measured performance gain is established." + ] + }, + "applicability": {}, + "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.", + "Guidance for supplied reports; no local efficacy validation or measured performance gain is established." + ], + "verification": { + "locally_verified": false, + "evidence_level": "guidance" + } +} diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-runtime-residency.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-runtime-residency.json index 8d4460ad..1adc5445 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-runtime-residency.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-runtime-residency.json @@ -30,8 +30,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/LICENSE", "src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/SKILL.md", @@ -66,7 +66,7 @@ "src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/references/source-identity.json": "730f8dd23648a3f8f47b9726cc613d893a79d1817d515eec609a9b06d8a9ff90", "src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/references/source-notes.md": "7304bf9369efc157dc7aa40686dd828cc14db45c49442e908b3d3cc4b329eb86", "src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/references/validation.md": "0754873a758e048480938314894e25b504ae0c269549312e7f8e6020d83fe294", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "audit-h3-runtime-residency", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-llama-runtime-state.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-llama-runtime-state.json index c621b7eb..30791a13 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-llama-runtime-state.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-llama-runtime-state.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/repositories/llama-cpp/audit-llama-runtime-state/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/llama-cpp/audit-llama-runtime-state/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/repositories/llama-cpp/audit-llama-runtime-state/SKILL.md", "src/inferrsi/data/skill_library/repositories/llama-cpp/audit-llama-runtime-state/metadata.json", @@ -43,7 +43,7 @@ "src/inferrsi/data/skill_library/repositories/llama-cpp/audit-llama-runtime-state/SKILL.md": "95e81b6bc096a954fa73139ea5bc001d1efa6c99747161da62f012b494e5c013", "src/inferrsi/data/skill_library/repositories/llama-cpp/audit-llama-runtime-state/metadata.json": "c354138008eb577b93d2a3cf93f6ae56369439d0d70d799c47a63d8cb4ff8b75", "src/inferrsi/data/skill_library/repositories/llama-cpp/audit-llama-runtime-state/references/source-notes.md": "3d12a401e9decb55a2f4f3b2bfa0d360ef5110f63a0469dfe285654e78054190", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "audit-llama-runtime-state", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sd-cpp-residency.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sd-cpp-residency.json index 5d4b38de..0cef9493 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sd-cpp-residency.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sd-cpp-residency.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/repositories/stable-diffusion-cpp/audit-sd-cpp-residency/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/stable-diffusion-cpp/audit-sd-cpp-residency/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/repositories/stable-diffusion-cpp/audit-sd-cpp-residency/LICENSE", "src/inferrsi/data/skill_library/repositories/stable-diffusion-cpp/audit-sd-cpp-residency/SKILL.md", @@ -51,7 +51,7 @@ "src/inferrsi/data/skill_library/repositories/stable-diffusion-cpp/audit-sd-cpp-residency/references/source-identity.json": "af4830370b6eddc2d176a9ae14da4ab56a90b0fe048a01a89ee051df4365d8e9", "src/inferrsi/data/skill_library/repositories/stable-diffusion-cpp/audit-sd-cpp-residency/references/source-notes.md": "b67affbd7d237d82b7f51be49f1537e9820fe56ec70a71ee76809f9e599ca693", "src/inferrsi/data/skill_library/repositories/stable-diffusion-cpp/audit-sd-cpp-residency/references/validation-boundaries.md": "5dcf5fa7bf734fbe13214f57d2dfb40ff8215d9cd34e072a9e615bf103b82fc2", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "audit-sd-cpp-residency", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sglang-diffusion-lifetimes.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sglang-diffusion-lifetimes.json index 5a8b7ae5..8f0e4c4f 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sglang-diffusion-lifetimes.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-sglang-diffusion-lifetimes.json @@ -23,8 +23,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/repositories/sglang/audit-sglang-diffusion-lifetimes/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/sglang/audit-sglang-diffusion-lifetimes/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/repositories/sglang/audit-sglang-diffusion-lifetimes/LICENSE", "src/inferrsi/data/skill_library/repositories/sglang/audit-sglang-diffusion-lifetimes/SKILL.md", @@ -45,7 +45,7 @@ "src/inferrsi/data/skill_library/repositories/sglang/audit-sglang-diffusion-lifetimes/SKILL.md": "b0a4ba4751087126143ef86983798deb0ed00e24b6ff06bf6ef76a9df6e274f2", "src/inferrsi/data/skill_library/repositories/sglang/audit-sglang-diffusion-lifetimes/metadata.json": "2080a5435a66ade85d2d8318003afd7f25e37aa7942ba6b468992115de7fa20b", "src/inferrsi/data/skill_library/repositories/sglang/audit-sglang-diffusion-lifetimes/references/source-notes.md": "d0fcfd1177ae2f351041c5b2abba7f5121cec133006d9e4dca8f74ddb567332d", - 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"commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/deepinfer/bound-windowed-attention-replay/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "ce52c99752ddb771adfa8ae3fba53844f64219513b5e88126f62351de3bb3f9d", "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": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/deepinfer/budget-speculative-verification/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "d8f76d5a4294e3e951f095e5c5db6c48113a5f2fec12771209db0fb33ec631d9", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 e3b2b4b5..36ff52c9 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1", + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897", "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 32a2fe35..cf78f141 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1", + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897", "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 2da293c2..803d187b 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 1c68c49b..253fbb42 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1", + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897", "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 2a6c75af..a88783c6 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "2452e400592bc6e084981b27153f6936b5a12e7f3584951cb8e3373e9c27db4e", "src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/references/sources.md": "22afe4f4d77f441096cc657d55d763473bfcbea8fb531c8e493fe49ab84955f7", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 373400d3..f4199e43 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "d8cfc7c93d0a96d5240f085732f3f6a45159c125238a693220687489d6fd1979", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 a0035678..152593e7 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 8c916db4..3eaed34c 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 af60e849..8fe6ba28 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1", + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897", "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/evaluate-elastic-serving-placement.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/evaluate-elastic-serving-placement.json index 1ea2334f..94f5594a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/evaluate-elastic-serving-placement.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/evaluate-elastic-serving-placement.json @@ -16,8 +16,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md", "src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/metadata.json", @@ -36,7 +36,7 @@ "src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md": "82d0099d3c33706f46c657d4fa7f76d3d486e019b36760d1de001921328a60cc", "src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/metadata.json": "9efdc98c82784f818994d9edc3ce5411ea38c7904f81ceefa15357dc1c94bd2e", "src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/references/source-notes.md": "ea416831fd7d0874e06d0a76fb0c7196df53072b717673a0cdf635db6bfd917b", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "evaluate-elastic-serving-placement", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json index 4fcc1614..17caef93 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/metadata.json", @@ -48,7 +48,7 @@ "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/references/generation-batch.md": "f16d3c57d45e63bcaffd3871aa41c76972ee11f7dbf1e12b45d9b170303cad9b", "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/references/source-map.md": "91d26181f246307f2113f94b12ac9587d689b654dcd216e9f14b11cf5ebb650c", "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/references/validation.md": "73b5dd347017baba519ecc85415aead9993c1751d116b9ba4f07689f58c5f783", - 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"src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 f71db613..c8de9704 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "lazy-evaluation-stream-lifetimes", 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 1247e3db..c52f1064 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1", + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md": "74cd863df2e80dc2bda1713d24207809173a3116f30325e3487e1e3517cfec1e", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/metadata.json": "8d82e5e7bf2eece16056076e1ab888669330c2533fee26fabe747fbb551e1388", "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 f4490072..00804c8f 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 cb5efe46..0c8500b1 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "88cea21bc171c8ef89b73013672cca7c3af1e15eab00e388dd05b114368c1411", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 c7d79b63..f6fc13a2 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/metadata.json", @@ -72,7 +72,7 @@ "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/papers-20261015/references/inferencebench.md": "21f47111197a0b7f8d6384ea918d139dc8318a62ca3313ce060048271f50b639", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/papers-20261015/references/prior-coverage.md": "35d47ac078591221fcb666219bcd824f9400fc17aafecdc0499d8336f7178238", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/papers-20261015/references/vidur.md": "d38602af5219f5feeb49e6cd6bf53d66098c77fad141dae676f1d8a6743cf25d", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 87a7c4cb..ab39b21f 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "858fdd88c6bd2f118bd1d527bb37d47bcc2722cc6140d52ee4657e646cdce080", "src/inferrsi/data/skill_library/methods/plan-activation-residency/references/source-notes.md": "5ff52655cfd06fcf970ed2a7d4d4fe1c31115b102af2d41497de0c74848ed2b3", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 690d1364..94a78444 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "bbde3cec2545a2613653ec521053f972235742fb53b630badcffd9a61fa5f19f", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/references/capability-presence-audit.md": "c21eb4a6aabe811a49a6540a34c54dbcfdcf7efae3052a79b54034c7838026a5", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 2488e7bd..85cabc7f 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:rsi-evidence", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1", + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md": "a55610874b658b86a39a1a049efb4e4eab0140f6579ed74dd7718a4ca8cedaca" }, "skill_metadata": { 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 9a492e08..7e83d837 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "3132b700334856ab8e1eec4396bcb57627e987adf28cb86d5dc7974820ee9968", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "skill-evolution-playbook", 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 16d5d404..043c9721 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "1d3195ca8ac8e1b0e94acda01863b83046cff7d773e8131e9f3f925150bad66e", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 ea6f6294..971458a3 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "f971cbd0b9ee12afa896227fbc2625c97d307a250a31634c76611da1977855e8", "src/inferrsi/data/skill_library/methods/training-input-pipeline/references/sources.md": "60e0f3e88655d8e1d5eb4797f39ca4370deda01614f265b8d2ea4559d8ac020f", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 c2b0c35b..acc46bab 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "training-resource-budget", 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 befbb970..bc84389e 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "71cd6227a8d8c2ecbd9a9853162b096df7cd940a7818137ac123b660dd57e718", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 5eb85a4c..718647e6 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 20257222..8590bbd5 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 5d076d75..6937ab22 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "e89f1fbbfdf63b666d42adec7826eb4b4a80428b288e476ddb9c977d9aeb3ab2", - "src/inferrsi/data/skill_library/skill-index.json": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "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 fad0f0e2..7db9ccbe 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/933c3e31f2b6f4f7957216ac641bf5dbb63ba002/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", - "commit": "933c3e31f2b6f4f7957216ac641bf5dbb63ba002", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d100791ac4e02406b685d8bc0030de51130a3a06/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", + "commit": "d100791ac4e02406b685d8bc0030de51130a3a06", "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": "8ce35e18f7629260d67a95617b9918eecff73ed8d9370dd3d4595c725ada9aa1" + "src/inferrsi/data/skill_library/skill-index.json": "1b9722330262d8918d686af166f83af96dc15b771d8acc94f8b983ee92b19897" }, "skill_metadata": { "name": "reason-hopper-kernels", diff --git a/tests/check_installed.py b/tests/check_installed.py index cb04b230..b5db27cf 100644 --- a/tests/check_installed.py +++ b/tests/check_installed.py @@ -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) == 60, "Missing installed skill abstracts" +assert len(skill_index) == 61, "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 @@ -143,7 +143,7 @@ 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) == 60 +assert len(registry) == 61 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_skill_index.py b/tests/test_skill_index.py index 01985be3..0949a92f 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) == 60 + assert len(records) == len(names) == 61 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") == 55 + assert states.count("candidate") == 56 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"]) == 60 + assert len(collected["items"]) == 61 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", 56), ("cuda", 47), ("cpu", 43)): + for backend, count in (("ascend", 57), ("cuda", 48), ("cpu", 44)): 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"))) == 81 + assert len(list(ROOT.rglob("SKILL.md"))) == 82 diff --git a/tests/test_skill_library.py b/tests/test_skill_library.py index 70649acc..3844dc3a 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"))) == 81 + assert len(list(LIBRARY.rglob("SKILL.md"))) == 82 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 03d8a513a7cdc4a921b38dd8d5442555f887a0f7 Mon Sep 17 00:00:00 2001 From: GUOGUO Date: Mon, 26 Oct 2026 18:41:06 +0800 Subject: [PATCH 3/5] Update the installed knowledge inventory for the added skill The built wheel contains one additional discovery record. A real wheel check reproduced the stale total of 108; expect all 109 installed knowledge records. Signed-off-by: GUOGUO Agent-assisted-by: Codex (OpenAI), model: gpt-6.1-sol, effort: xhigh --- tests/check_installed.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/check_installed.py b/tests/check_installed.py index b5db27cf..449bc71f 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) == 108, "Knowledge is missing from the installation" +assert len(records) == 109, "Knowledge is missing from the installation" assert ( files("inferrsi") .joinpath("data", "repo_packs", "vllm_omni", "knowledge", "README.md") From 671fef22e00b0ffbe8464f39d2515f34a05419c1 Mon Sep 17 00:00:00 2001 From: GUOGUO Date: Wed, 28 Oct 2026 05:33:05 +0800 Subject: [PATCH 4/5] Regenerate fixed-workload discovery from merged sources Use the unchanged native generator functions at the committed source revision. Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) Signed-off-by: GUOGUO --- src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md | 7 ++++--- .../ascend/skills/ascend-aclgraph-capture-replay.json | 6 +++--- .../knowledge/ascend/skills/ascend-device-health.json | 6 +++--- .../ascend/skills/ascend-distributed-parallel.json | 6 +++--- .../knowledge/ascend/skills/ascend-graph-mode.json | 6 +++--- .../knowledge/ascend/skills/ascend-model-adaptation.json | 6 +++--- .../knowledge/ascend/skills/ascend-operator-profiling.json | 6 +++--- .../knowledge/ascend/skills/ascend-operator-tuning.json | 6 +++--- .../ascend/skills/ascend-optimization-casebook.json | 6 +++--- .../ascend/skills/ascend-performance-analysis.json | 6 +++--- .../knowledge/ascend/skills/ascendc-tiling-design.json | 6 +++--- .../knowledge/ascend/skills/cann-attribution-overlap.json | 6 +++--- .../ascend/skills/torchnpu-device-memory-lifecycle.json | 6 +++--- .../skills/torchnpu-pinned-host-memory-lifecycle.json | 6 +++--- .../knowledge/common/skills/assess-serving-preemption.json | 6 +++--- .../common/skills/assess-split-backward-schedule.json | 6 +++--- .../common/skills/audit-fixed-workload-claim.json | 6 +++--- .../common/skills/audit-h3-runtime-residency.json | 6 +++--- .../knowledge/common/skills/audit-llama-runtime-state.json | 6 +++--- .../knowledge/common/skills/audit-sd-cpp-residency.json | 6 +++--- .../common/skills/audit-sglang-diffusion-lifetimes.json | 6 +++--- .../knowledge/common/skills/audit-vllm-kv-lifetimes.json | 6 +++--- .../common/skills/bound-windowed-attention-replay.json | 6 +++--- .../common/skills/budget-speculative-verification.json | 6 +++--- .../common/skills/calibrate-serving-simulation.json | 6 +++--- .../knowledge/common/skills/cgroup-resource-controls.json | 6 +++--- .../common/skills/checkpoint-recovery-consistency.json | 6 +++--- .../common/skills/choose-parallel-training-plan.json | 6 +++--- .../knowledge/common/skills/cite-check-downstream-pr.json | 6 +++--- .../inferrsi/knowledge/common/skills/claim-contract.json | 6 +++--- .../inferrsi/knowledge/common/skills/comfy-ui.json | 6 +++--- .../inferrsi/knowledge/common/skills/competitor-scan.json | 6 +++--- .../common/skills/dcp-async-save-performance.json | 6 +++--- .../common/skills/dense-performance-evidence.json | 6 +++--- .../common/skills/diagnose-vllm-admission-pressure.json | 6 +++--- .../common/skills/diffusers-invocation-state.json | 6 +++--- .../knowledge/common/skills/draft-acceptance-issue.json | 6 +++--- .../inferrsi/knowledge/common/skills/dwarfstar.json | 6 +++--- .../common/skills/evaluate-elastic-serving-placement.json | 6 +++--- .../common/skills/generation-cache-lifecycle.json | 6 +++--- .../knowledge/common/skills/host-memory-management.json | 6 +++--- .../common/skills/host-overhead-optimization.json | 6 +++--- .../repo_packs/inferrsi/knowledge/common/skills/husky.json | 6 +++--- .../common/skills/inference-benchmark-design.json | 6 +++--- .../common/skills/inference-optimization-casebook.json | 6 +++--- .../knowledge/common/skills/kernel-writing-guide.json | 6 +++--- .../knowledge/common/skills/kv-tier-management.json | 6 +++--- .../common/skills/lazy-evaluation-stream-lifetimes.json | 6 +++--- .../repo_packs/inferrsi/knowledge/common/skills/lily.json | 6 +++--- .../knowledge/common/skills/npu-skill-factory.json | 6 +++--- .../common/skills/optimization-search-policy.json | 6 +++--- .../knowledge/common/skills/os-process-placement.json | 6 +++--- .../common/skills/performance-ceiling-analysis.json | 6 +++--- .../knowledge/common/skills/plan-activation-residency.json | 6 +++--- .../common/skills/repository-evolution-analysis.json | 6 +++--- .../inferrsi/knowledge/common/skills/rsi-evidence.json | 6 +++--- .../knowledge/common/skills/skill-evolution-playbook.json | 6 +++--- .../inferrsi/knowledge/common/skills/splash.json | 6 +++--- .../knowledge/common/skills/storage-io-measurement.json | 6 +++--- .../knowledge/common/skills/training-input-pipeline.json | 6 +++--- .../knowledge/common/skills/training-resource-budget.json | 6 +++--- .../common/skills/weight-loading-optimization.json | 6 +++--- .../knowledge/cuda/skills/audit-afd-p2p-exchanges.json | 6 +++--- .../cuda/skills/diagnose-attention-bottlenecks.json | 6 +++--- .../knowledge/cuda/skills/host-overhead-profiling.json | 6 +++--- .../knowledge/cuda/skills/reason-hopper-kernels.json | 6 +++--- 66 files changed, 199 insertions(+), 198 deletions(-) diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index d878cf93..2d2bfb5e 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 64 registered skills in `data/skill_library/`. +Generated abstracts for all 65 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: [bb81ef2fec1b79d71eba1026ab1466117c3262cc](https://github.com/InferMatrixLab/InferRSI/tree/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library). +Source snapshot: [f22c4f30c19b2fcebf76fd018a4231e09784fa9b](https://github.com/InferMatrixLab/InferRSI/tree/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/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 bb81ef2fec1b79d71eba1026ab1466117c3262cc --check +python tools/build_skill_index.py --source-revision f22c4f30c19b2fcebf76fd018a4231e09784fa9b --check ``` `--check` detects missing, stale and unexpected generated records without writing. @@ -50,6 +50,7 @@ References and cases ship with their owning skill, not as duplicate knowledge ab | [assess-serving-preemption](common/skills/assess-serving-preemption.json) | common | candidate | | [assess-split-backward-schedule](common/skills/assess-split-backward-schedule.json) | common | candidate | | [audit-afd-p2p-exchanges](cuda/skills/audit-afd-p2p-exchanges.json) | cuda | candidate | +| [audit-fixed-workload-claim](common/skills/audit-fixed-workload-claim.json) | common | candidate | | [audit-h3-runtime-residency](common/skills/audit-h3-runtime-residency.json) | common | candidate | | [audit-llama-runtime-state](common/skills/audit-llama-runtime-state.json) | common | candidate | | [audit-sd-cpp-residency](common/skills/audit-sd-cpp-residency.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 dc57cbd6..73d4afa6 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 90622931..6d807192 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 31947fcb..b64df63b 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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", - 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"src/inferrsi/data/skill_library/skill-index.json": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 8b2cfe3d..c695a69d 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 913038df..d1f4b331 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 943d7b6e..8d4c1948 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 863d8ad8..c13a3612 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 97cb7615..52f55bd1 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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", - 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"commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 10b88b94..d3da6dfd 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 bedc2095..820e5e64 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 f48cd5f9..7af26493 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b", + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6", "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 bdcddc81..7c8c84d1 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b", + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6", "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 db7a2c5b..3849ca34 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 fe910821..63d18b2f 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b", + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6", "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 8669fe77..7f9f32f2 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 98982731..8eb00d5d 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 b4d73b44..173b3207 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 89161a88..6afc21c6 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b", + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6", "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 0691a5c4..17a179b1 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "skill_metadata": { "name": "evaluate-elastic-serving-placement", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json index fe8c52b0..bc5cdc2e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/generation-cache-lifecycle.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "paths": [ "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/metadata.json", @@ -48,7 +48,7 @@ "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/references/generation-batch.md": "f16d3c57d45e63bcaffd3871aa41c76972ee11f7dbf1e12b45d9b170303cad9b", "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/references/source-map.md": "91d26181f246307f2113f94b12ac9587d689b654dcd216e9f14b11cf5ebb650c", "src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/references/validation.md": "73b5dd347017baba519ecc85415aead9993c1751d116b9ba4f07689f58c5f783", - "src/inferrsi/data/skill_library/skill-index.json": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "skill_metadata": { "name": "generation-cache-lifecycle", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-memory-management.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-memory-management.json index 5485607c..aa32ec7e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-memory-management.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-memory-management.json @@ -27,8 +27,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/host/host-memory-management/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/host/host-memory-management/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "paths": [ "src/inferrsi/data/skill_library/hardware/host/host-memory-management/SKILL.md", "src/inferrsi/data/skill_library/hardware/host/host-memory-management/metadata.json", @@ -51,7 +51,7 @@ "src/inferrsi/data/skill_library/hardware/host/host-memory-management/references/vllm-ascend-LICENSE.md": "c71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4", "src/inferrsi/data/skill_library/hardware/host/host-memory-management/references/vllm-ascend-native-offload-readset.json": "cc6c2011be746002ba3ff96ccefab1809863748ddd17eb102b75e7b0e134fe55", "src/inferrsi/data/skill_library/hardware/host/host-memory-management/references/vllm-ascend-native-offload.md": "6c2a72b5ba3708a01d229e0576570837a617e6a42dbb0b5312a26a65a6c31542", - "src/inferrsi/data/skill_library/skill-index.json": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "skill_metadata": { "name": "host-memory-management", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-overhead-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-overhead-optimization.json index 105f7554..9a68d018 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-overhead-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/host-overhead-optimization.json @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "paths": [ "src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/SKILL.md", "src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/metadata.json", @@ -42,7 +42,7 @@ "src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/SKILL.md": "36ef88826a32ac3147b869001004ded17a8d5a491e25bfe105005ba39ea9d1eb", "src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/metadata.json": "ae71c389dfdb1a19d267feecb4c6f1fbb4c9afad501ff6d8fab7e38b29bcc37a", "src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/references/deepinfer-zero-overhead-scheduling.md": "f452bf40132c9195d739f1c86b3aa18857138c7ed0f1861af5853d93b9955924", - "src/inferrsi/data/skill_library/skill-index.json": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "skill_metadata": { "name": "host-overhead-optimization", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/husky.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/husky.json index 6b855460..26f3abd9 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/husky.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/husky.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/repositories/husky/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/repositories/husky/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "paths": [ "src/inferrsi/data/skill_library/repositories/husky/SKILL.md", "src/inferrsi/data/skill_library/repositories/husky/metadata.json", @@ -51,7 +51,7 @@ "src/inferrsi/data/skill_library/repositories/husky/references/troubleshooting.md": "3948711437d25822d389dd857c72dc7fcc15727c9048d2e3eae3317d97aca6dd", "src/inferrsi/data/skill_library/repositories/husky/references/verification-protocol.md": "83c5a966ed3f721b412b8d8417af8336c5a8c1e46044a888720936bf2f1deeab", "src/inferrsi/data/skill_library/repositories/husky/scripts/audit_evidence_card.py": "291e62701ef7a37a5bfab963ea4e20abb94245bc015584223a101f18b1490895", - "src/inferrsi/data/skill_library/skill-index.json": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "skill_metadata": { "name": "husky", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-benchmark-design.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-benchmark-design.json index 0569b2a5..42956935 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-benchmark-design.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-benchmark-design.json @@ -30,8 +30,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "paths": [ "src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", "src/inferrsi/data/skill_library/methods/inference-benchmark-design/metadata.json", @@ -52,7 +52,7 @@ "src/inferrsi/data/skill_library/methods/inference-benchmark-design/metadata.json": "18310402a8ade03fd48ac687f79ba9d447871e90337de84c0e1bc15c0b827306", "src/inferrsi/data/skill_library/methods/inference-benchmark-design/references/benchmark-commands.md": "0898424e0bff3a6246e1eeeda6abd6c5bd974c047fe32f3bbd5ab9d31ce17cd3", "src/inferrsi/data/skill_library/methods/inference-benchmark-design/references/task-benchmark-selection.md": "0d4bb080a754e26846e81680023db0dff5e6a4c96be4327c411c3b72ac4ef8e2", - "src/inferrsi/data/skill_library/skill-index.json": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "skill_metadata": { "name": "inference-benchmark-design", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-optimization-casebook.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-optimization-casebook.json index 8b32eb3b..8269b8fc 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-optimization-casebook.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/inference-optimization-casebook.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/inference-optimization-casebook/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/inference-optimization-casebook/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "paths": [ "src/inferrsi/data/skill_library/methods/inference-optimization-casebook/SKILL.md", "src/inferrsi/data/skill_library/methods/inference-optimization-casebook/cases/admission-drain-occupancy.json", @@ -55,7 +55,7 @@ "src/inferrsi/data/skill_library/methods/inference-optimization-casebook/cases/qwen-b300-rejected-directions.json": "146ea1564a46ed03092c7dc5796b318fc05b04b1821105ee00eb7fa7fa1333e2", "src/inferrsi/data/skill_library/methods/inference-optimization-casebook/cases/qwen-b300-rejected-directions.md": "cce2930f544a0f78f21797fba4d8ded298e4a81f76c34d7977b0e31d361bc738", "src/inferrsi/data/skill_library/methods/inference-optimization-casebook/metadata.json": "fb55067fb45970319787068a3206110641cceaf0ccbabd706be6d0b3d2afc2ed", - 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"src/inferrsi/data/skill_library/skill-index.json": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 1bf9a49f..95e9f08b 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 8bd89c6f..3cb3f429 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 8e775853..9aee62a1 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 cec81e2a..d76406f7 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b", + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6", "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 dc335170..7e89a2d5 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 76900bee..1f6ae7c1 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 7ef8ae97..9b11bc95 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 71fff1de..141aa744 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 029db599..a45e35e1 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 98b8fa8d..b61219ca 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md" @@ -31,7 +31,7 @@ }, "checkout_ref": "checkout:rsi-evidence", "source_files": { - "src/inferrsi/data/skill_library/skill-index.json": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b", + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md": "a55610874b658b86a39a1a049efb4e4eab0140f6579ed74dd7718a4ca8cedaca" }, "skill_metadata": { 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 08065644..f2825e59 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "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 92d1a50f..c1432444 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/bb81ef2fec1b79d71eba1026ab1466117c3262cc/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", - "commit": "bb81ef2fec1b79d71eba1026ab1466117c3262cc", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f22c4f30c19b2fcebf76fd018a4231e09784fa9b/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", + "commit": "f22c4f30c19b2fcebf76fd018a4231e09784fa9b", "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": "c6f36fd34e8ddea0c301d45b3ac0b88b5b9734adce7bb7bc1419b1793d720e4b" + "src/inferrsi/data/skill_library/skill-index.json": "5c6bd2fd73826076819cd053ecb2ee0dd12d7ab7517ef17a17cbdfc2adee43d6" }, "skill_metadata": { "name": "reason-hopper-kernels", From 53852e079183fa59ca5ddca51da2f5494869b5ae Mon Sep 17 00:00:00 2001 From: GUOGUO Date: Thu, 29 Oct 2026 05:42:15 +0800 Subject: [PATCH 5/5] knowledge: regenerate source-bound audit discovery projections Generate discovery records and coverage from the combined canonical source. Preserve the original native render and its complete output bindings. Agent-assisted-by: Codex / gpt-6.1-sol [effort=xhigh] (author) Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) Signed-off-by: GUOGUO --- docs/skill-coverage.md | 23 +++--- .../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 | 6 +- .../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 | 76 +++++++++++++++++++ .../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 +- .../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, 311 insertions(+), 233 deletions(-) create mode 100644 src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json diff --git a/docs/skill-coverage.md b/docs/skill-coverage.md index 67e56ada..b4ea91d3 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: `sha256:15f6aa9237afc144617167a4bdd44696f9ed141d88e2a63b93a8636d1f8f069d` +- Input digest: `sha256:898c813f2f033af7bf36fa2214e2294039740c759a3deceb2d6d8ff934e076e7` - 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 | 73 | -| By category | frameworks 3, hardware 22, methods 18, repositories 24, workflows 6 | -| By backend | ascend 14, common 54, cuda 5 | +| Registered skill ids | 74 | +| By category | frameworks 3, hardware 22, methods 19, repositories 24, workflows 6 | +| By backend | ascend 14, common 55, 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 | 68 | +| With a `metadata.json` sidecar | 69 | | Selected by a frozen evaluation plan | 2 | -| `SKILL.md` documents in the library | 117 | +| `SKILL.md` documents in the library | 118 | | Unregistered documents (excluded from every count above) | 44 | A complete inventory is not a coverage claim. Every registered row below @@ -111,12 +111,13 @@ 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 (18) +## Registered: Methods (19) | Skill | Backend | Declared task | SearchSpace layer / stage | Reference Matrix | State | Gaps | |---|---|---|---|---|---|---| | [assess-serving-preemption](../src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md) | common | Assess whether LLM serving queue delays justify token-boundary priority preemption, accounting for suspended KV, host ... | 1 Accelerator · Diagnose / Configure / Optimize / Verify
2 RAM/Host · Diagnose / Configure / Optimize / Verify | 1 · Systems sources (Orca — OSDI 2022 proceedings) | candidate · not_run · 1 readset(s) | no-eval | | [assess-split-backward-schedule](../src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/SKILL.md) | common | Evaluate memory-capped split-backward and V-shaped pipeline scheduling proposals, preserving synchronous update ... | 1 Accelerator · Diagnose / Configure / Optimize / Verify | 1 · Systems sources (Zero Bubble — [2401.10241v1](https://arxiv.org/abs/2401.10241v1)) | candidate · not_run · 1 readset(s) | no-eval | +| [audit-fixed-workload-claim](../src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md) | common | Audit a performance claim from supplied fixed-workload reports and an explicit measurement contract. Check aggregation ... | — | — | candidate · not_run · 0 readset(s) | no-SearchSpace-layer, no-Reference-Matrix-row, no-eval | | [calibrate-serving-simulation](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md) | common | Build an evidence-gated serving-configuration shortlist from a profiled simulator while separating empirical ... | 1 Accelerator · Diagnose / Verify | 1 · Systems sources (Vidur — [2405.05465v2](https://arxiv.org/abs/2405.05465v2)) | candidate · not_run · 1 readset(s) | no-eval | | [checkpoint-recovery-consistency](../src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md) | common | Assess distributed checkpoint recovery using DLRover memory agreement, persistence completion and replica transport ... | 2 RAM/Host · Configure / Verify
3 SSD · Configure / Verify
4 Network · Diagnose / Configure / Verify
5 OS · Diagnose / Configure | 1 · Systems sources (C3 / DLRover FlashCheckpoint @ `e35b1ad90e2928ca6bacf5d22117f71356 ...)
1 · Systems sources (C4 / NVIDIA Resiliency Extension @ ...) | candidate · not_run · 1 readset(s) | no-eval | | [choose-parallel-training-plan](../src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md) | common | Compare stage, device-mesh and operator-sharding candidates for static distributed training while accounting for ... | 1 Accelerator · Diagnose / Configure / Optimize / Verify
4 Network · Diagnose / Configure / Optimize / Verify | 1 · Systems sources (Alpa — [2201.12023v3](https://arxiv.org/abs/2201.12023v3)) | candidate · not_run · 1 readset(s) | no-eval | @@ -201,7 +202,7 @@ an entrypoint routes to procedures below it rather than adding one. ## Integrity checks -- Registered ids resolve to an existing `SKILL.md`: 73 of 73. +- Registered ids resolve to an existing `SKILL.md`: 74 of 74. - 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. @@ -210,10 +211,10 @@ an entrypoint routes to procedures below it rather than adding one. | Gap | Skills | |---|---| -| `no-SearchSpace-layer` | 13: ascend-video-diffusion-optimization, 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` | 6: ascend-video-diffusion-optimization, cite-check-downstream-pr, claim-contract, competitor-scan, draft-acceptance-issue, rsi-evidence | +| `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-sidecar` | 5: cite-check-downstream-pr, claim-contract, competitor-scan, draft-acceptance-issue, rsi-evidence | -| `no-eval` | 71: as listed in the Gaps column above | +| `no-eval` | 72: 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. diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index f5e82c59..fadfecc4 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 73 registered skills in `data/skill_library/`. +Generated abstracts for all 74 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: [ceb3509942bee863f24eee96e3598c4e007feb20](https://github.com/InferMatrixLab/InferRSI/tree/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library). +Source snapshot: [d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63](https://github.com/InferMatrixLab/InferRSI/tree/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/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 ceb3509942bee863f24eee96e3598c4e007feb20 --check +python tools/build_skill_index.py --source-revision d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63 --check ``` `--check` detects missing, stale and unexpected generated records without writing. @@ -51,6 +51,7 @@ References and cases ship with their owning skill, not as duplicate knowledge ab | [assess-serving-preemption](common/skills/assess-serving-preemption.json) | common | candidate | | [assess-split-backward-schedule](common/skills/assess-split-backward-schedule.json) | common | candidate | | [audit-afd-p2p-exchanges](cuda/skills/audit-afd-p2p-exchanges.json) | cuda | candidate | +| [audit-fixed-workload-claim](common/skills/audit-fixed-workload-claim.json) | common | candidate | | [audit-flare-session-lifecycle](cuda/skills/audit-flare-session-lifecycle.json) | cuda | candidate | | [audit-h3-metal-fasth3-semantics](common/skills/audit-h3-metal-fasth3-semantics.json) | common | candidate | | [audit-h3-runtime-residency](common/skills/audit-h3-runtime-residency.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 37626964..85a11a10 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 86e5cec6..bb2d2d6c 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 fbd19804..16d06f85 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 95c17daa..86459622 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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", - 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"src/inferrsi/data/skill_library/skill-index.json": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 ca3ab9dd..909060b5 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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", - 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"commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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", @@ -50,7 +50,7 @@ "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/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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "skill_metadata": { "name": "ascend-video-diffusion-optimization", 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 c832c395..368842d0 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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", - 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"src/inferrsi/data/skill_library/skill-index.json": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 ab14f9c9..3dd03212 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 099576dd..648d9a9d 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 d464a37f..65955574 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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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"src/inferrsi/data/skill_library/skill-index.json": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "skill_metadata": { "name": "assess-split-backward-schedule", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json new file mode 100644 index 00000000..af78de85 --- /dev/null +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json @@ -0,0 +1,76 @@ +{ + "schema_version": 1, + "id": "inferrsi.common.skills.audit_fixed_workload_claim", + "title": "audit-fixed-workload-claim", + "repo": "inferrsi", + "tier": "contribution", + "backend": "common", + "component": "skills", + "scenario": "skills.discovery", + "status": "imported", + "summary": "Audit a performance claim from supplied fixed-workload reports and an explicit measurement contract. Check aggregation, retained observations, comparability and quality evidence without launching new benchmarks.", + "tags": [ + "performance", + "audit", + "measurement" + ], + "origin": [ + "internal" + ], + "sources": [ + { + "type": "git", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", + "paths": [ + "src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md", + "src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/metadata.json", + "src/inferrsi/data/skill_library/skill-index.json" + ], + "content_sha256": "2be89b1340a3deb978c8e1792d18aeecbe8f5de81d4daf542389f53826b8ebee" + } + ], + "index_type": "packaged-skill", + "skill_documents": { + "original": "data/skill_library/methods/audit-fixed-workload-claim/SKILL.md" + }, + "checkout_ref": "checkout:audit-fixed-workload-claim", + "source_files": { + "src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md": "2be89b1340a3deb978c8e1792d18aeecbe8f5de81d4daf542389f53826b8ebee", + "src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/metadata.json": "81edd75fa16939807548d0944e9203cfd7c0cb17e63463872d96ca2c1273d1d8", + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" + }, + "skill_metadata": { + "name": "audit-fixed-workload-claim", + "description": "Audit a performance claim from supplied fixed-workload reports and an explicit measurement contract. Check aggregation, retained observations, comparability and quality evidence without launching new benchmarks.", + "status": "candidate", + "origin": [ + "internal" + ], + "tags": [ + "performance", + "audit", + "measurement" + ], + "empirical_validation": "not_run", + "limitations": [ + "Guidance for supplied reports; no local efficacy validation or measured performance gain is established." + ] + }, + "applicability": {}, + "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.", + "Guidance for supplied reports; no local efficacy validation or measured performance gain is established." + ], + "verification": { + "locally_verified": false, + "evidence_level": "guidance" + } +} diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-metal-fasth3-semantics.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-metal-fasth3-semantics.json index 2c7481b7..6742ada4 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-metal-fasth3-semantics.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-metal-fasth3-semantics.json @@ -29,8 +29,8 @@ "sources": [ { "type": "git", - 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"src/inferrsi/data/skill_library/skill-index.json": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 5d8eb446..2c332728 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 4dfa9ead..e54a0b8f 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 c38b7415..3cd12c4e 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 91300fb7..dea8b830 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 803e8bf8..606c1aa1 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4", + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", "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 8cc070dc..8c32548b 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4", + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", "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 23b752c4..2a6b7c6e 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 a77dc2d1..f4c9cc62 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4", + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", "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 ada1c009..42715e6d 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 ec81ba70..7a7d6433 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 57135d72..52795cf2 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 85797409..afcf936e 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "skill_metadata": { "name": "lily", 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 d7b2a5f6..6e897508 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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", - "src/inferrsi/data/skill_library/skill-index.json": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 a4b470fc..34d7f059 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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", - "src/inferrsi/data/skill_library/skill-index.json": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "skill_metadata": { "name": "mlc-llm", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlx-swift-lm.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlx-swift-lm.json index 5095c284..e34e1fd6 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlx-swift-lm.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/mlx-swift-lm.json @@ -27,8 +27,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "paths": [ "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/LICENSE", "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", @@ -79,7 +79,7 @@ "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/sub-skills/generation-lifecycle/references/ownership-and-termination.md": "56fdec7ebc89b5c217c7e5c203886bef1d3c2eb5794852897bdb5941ab1db2a0", "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/sub-skills/generation-lifecycle/references/troubleshooting.md": "de28b8ca9cf95be2a4e5762f938acfadb6d4b53459dbf86df4b2b2ec64ec347f", "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/sub-skills/generation-lifecycle/scripts/audit_generation_evidence.py": "2aba6caf42ca1b3fc55299fd96419af8681c37750c21a7ba75205a43baa9c7b1", - "src/inferrsi/data/skill_library/skill-index.json": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 5f98bbb5..09384427 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4", + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", "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 75869c8f..b92c9c16 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 6979272f..e4774c03 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 71067468..7c0bb408 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 71f2ccdb..ee2dbf12 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 ee6b6768..8f128bf6 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4", + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6", "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 834da666..1913b3e2 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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": "efc23969e86e349abe8fd3c9d9b3aa1f23edebf3cb8344cb65e26a8ff680eeb4" + "src/inferrsi/data/skill_library/skill-index.json": "6d5784993dc8702b2c299c2354c39f765299a6734f7c24db994a97efd3fdbed6" }, "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 de144b25..514cea43 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/ceb3509942bee863f24eee96e3598c4e007feb20/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", - "commit": "ceb3509942bee863f24eee96e3598c4e007feb20", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", + "commit": "d70fa5e4c5c2b1b70c6fbad1f020ab457c409c63", "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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