From d4a1922a452ed5b10f4cbd303d4f1d90e871f4b9 Mon Sep 17 00:00:00 2001 From: Dong1017 <55723162+Dong1017@users.noreply.github.com> Date: Tue, 3 Nov 2026 17:44:10 +0900 Subject: [PATCH 1/5] knowledge: ground Infera serving-search evidence boundaries Add an implementation-bound reference for result provenance, deterministic seed comparison, complete evaluated-trial history and future trace-bound ranking calibration in the existing knowledge owners. Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com> Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) --- docs/reference-matrix.md | 1 + docs/searchspace-matrix.md | 4 +- .../calibrate-serving-simulation/SKILL.md | 4 +- .../metadata.json | 28 +- .../infera-serving-search/README.md | 132 +++++++ .../infera-serving-search/source-record.json | 365 ++++++++++++++++++ .../optimization-search-policy/SKILL.md | 2 + .../optimization-search-policy/metadata.json | 4 +- 8 files changed, 535 insertions(+), 5 deletions(-) create mode 100644 src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md create mode 100644 src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json diff --git a/docs/reference-matrix.md b/docs/reference-matrix.md index 4be14b07c..04f91e7cf 100644 --- a/docs/reference-matrix.md +++ b/docs/reference-matrix.md @@ -151,6 +151,7 @@ not fabricated implementation SHAs or a version-matched runtime stack. | Original source / version | Inspected scope and local evidence | Mechanism / consumer | Evidence limits | |---|---|---|---| | Vidur — [2405.05465v2](https://arxiv.org/abs/2405.05465v2) | [A readset](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/papers-20261015/READSET.md); §§3–7, A.1–A.2 | mined — operator/queue model calibration and joint-SLO shortlist → [calibrate-serving-simulation](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md), ceiling analysis | Empirical prediction, not physical bound; near-capacity CPU overhead and 12.65% maximum error in the specified appendix case; no current runtime calibration | +| [AMD Infera @ ff1136e4](https://github.com/AMD-AGI/Infera/tree/ff1136e4a51998eba2933ed63cfb9c10120f86ea) | Direct bounded source inspection, 2026-11-03: serving CLI/evaluator/history, seed/objective parser, launcher/DES countercheck and named unexecuted test definitions; [16-path readset and rights](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json) | mined — one [calibration-owned provenance reference](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md); search-policy links its seed comparator and evaluated-trial ledger | Source-derived candidate; empirical not_run. Scalar tuner scoring and DES percentiles are separate; missing SLO fields and stale no-P/D-queues text are qualified. Selected original paths MIT; no runtime, ranking accuracy, quality, service or agent-benefit result. | | Mooncake — FAST '25 proceedings, pp. 155-170 | Direct public-paper read, retained qualification 2026-10-31; [source condition and readset](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/mooncake-prefix-reuse-feasibility.md), §2.2, Table 1, Eqs. 1-2 | mined — conditional prefix-KV transfer versus saved-prefill-work comparison → `performance-ceiling-analysis` | Analytical gate only; current inputs and E2E benefit unverified. SSD mechanics excluded. Original transfer-gates extraction history remains positive; missing synthesis novelty UNKNOWN. Raw-paper redistribution permission UNKNOWN. | | FlexGen — [ICML 2023 / PMLR 202:31094–31116](https://proceedings.mlr.press/v202/sheng23a.html), official ten-author edition | Direct scoped public-paper qualification, 2026-10-31; [condition, exact digest and readset](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/flexgen-offload-feasibility.md), §§3–4.3 and selected Appendix A.3 formulas; Figures 1–3, Algorithm 1, Eq. 1, Tables 2–3 | mined — joint weights/KV/activation placement, resident plus working-storage peaks and offline latency/throughput conditions → `performance-ceiling-analysis` | Source-derived candidate; empirical not_run. Perfect-overlap fitted model, relaxed-placement OOM and unresolved `bls < 20` versus `32 × 8` wording retained; no current runtime, quality or gain qualification. Attributed CC BY 4.0 synthesis; missing-archive novelty UNKNOWN. | | Orca — OSDI 2022 proceedings | [Exact readset](../src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/orca-readset.md); §§3–6, Algorithm 1 | mined — iteration eligibility, selective batching, FCFS/reservation → [assess-serving-preemption](../src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md) | Historical engine/harness and normalized-median denominators; not present vLLM behavior or fairness proof | diff --git a/docs/searchspace-matrix.md b/docs/searchspace-matrix.md index aad404af3..26b381c45 100644 --- a/docs/searchspace-matrix.md +++ b/docs/searchspace-matrix.md @@ -46,7 +46,7 @@ The primary compute and HBM resource. Most current work lives here. | **Diagnose / Configure / Verify** | AKG static CUDA Affine loop tails: effective target/option gates, full point-loop bounds and protected input/output accesses | [kernel-writing-guide](../src/inferrsi/data/skill_library/methods/kernel-writing-guide/SKILL.md) | [Tail-guard reference](../src/inferrsi/data/skill_library/methods/kernel-writing-guide/references/akg-affine-tail-guards.md): separation precedence, non-divisible fixture and diagnostic boundary | AKG @ 5aa15f3fe4d856eb60cd3b27447e04f5f1fb4dff; source + FileCheck expectations only | Candidate; compiler/IR command, CUDA runtime and agent efficacy not run; no new measured coverage | | **Optimize** | Operator-level: staged accuracy-gated tuning campaign (code-level → scheduling → instruction-level), metric→action routing; AscendC tiling design per operator class (reduction/broadcast/elewise/matmul/conversion) | `ascend-operator-tuning`, `ascendc-tiling-design` | PyPTO frontend/swimlane/incore playbooks; fullload-vs-split, four-element tiling template, chip-generation (DAV_2201/3510) routing | awesome-ascend-skills pypto-op-perf-tune + ascendc-tiling-design @ 75ec89c | 🟢 | | **Optimize** | Casebook of past NPU optimization decisions: AI-CPU fallback, memory-bound, comm-exposed, graph-compilation, scheduling idle gaps | `ascend-optimization-casebook`, `inference-optimization-casebook` | Five bottleneck classes with symptom→diagnosis→action→evidence schema | MindIE-SD profiling-analyze + dit-perf-opt + perf-gate + dit-parallel-opt @ 8481d39b | 🟢 | -| **Optimize** | Bounded experiment selection, distinct mechanism hypotheses, incumbent preservation and final-artifact integrity | `optimization-search-policy` | [Sarathi chunk-budget case](../src/inferrsi/data/skill_library/methods/optimization-search-policy/cases/sarathi-chunk-budget.md): decode-first accounting, prefill overhead and TTFT/TBT tradeoffs; no universal budget. Methodology provenance stays in Reference Matrix §2; no hardware coverage from agent-paper scores | vllm-evolve @ 43cc82c; scoped A/F paper amendments; separate official OSDI 2024 Sarathi case/readset in Reference Matrix | 🟢 (source-derived candidate procedure; empirical not_run) | +| **Optimize** | Bounded experiment selection, distinct mechanism hypotheses, incumbent preservation and final-artifact integrity | `optimization-search-policy` | [Sarathi chunk-budget case](../src/inferrsi/data/skill_library/methods/optimization-search-policy/cases/sarathi-chunk-budget.md): decode-first accounting, prefill overhead and TTFT/TBT tradeoffs; no universal budget. [Infera provenance](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md) adds a seed-only comparator and evaluated-trial ledger example; its trace-ranking check is proposed. Methodology provenance stays in Reference Matrix §2; no hardware coverage from agent-paper scores | vllm-evolve @ 43cc82c; scoped A/F paper amendments; separate Sarathi case and bounded Infera Git readset in Reference Matrix | 🟢 (source-derived candidate procedure; empirical not_run) | | **Optimize** | Bounded multistream overlap: dependency-DAG constrained (data/state/event/collective_order edges; shared input ≠ dependency), minimal-first, execution-mode sync contract (eager streams vs TorchAir) | `cann-attribution-overlap` | Metric separation (wall / union-of-busy / summed durations / summed duration+wait; repeated-instance product = estimate); device-memory domain qualification; formula conflicts carried unresolved | cann/oam-tools @ 8440935f (pack-mediated, wave 6) | 🟢 | | **Verify** | Evidence taxonomy (L0 correctness → L5 production), claim-evidence matching | `dense-performance-evidence`, `rsi-evidence`, `claim-contract` | InferRSI PASS/FAIL/INCONCLUSIVE protocol | InferRSI @ 4c8e1285 | 🟢 | | **Diagnose / Verify** | Fixed-stage PyTorch/Ascend model report: bind current stage and actually loaded candidate to quality-validator output and comparable baseline | [ascend-performance-analysis](../src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md) | [Stage-evidence rule](../src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/references/cannbot-stage-evidence.md): workflow instructions versus registered marker/keyword checks; completion is not numerical validation | canonical cann/cannbot @ c0e2ad23ee1a73e3c0f84c8df1cc459e2aae3110; selected CANN-2.0 scope | Candidate procedure only; host/model/backend not_run, agent efficacy not evaluated; no new measured coverage | @@ -58,7 +58,7 @@ The primary compute and HBM resource. Most current work lives here. | **Observe / Diagnose / Verify** | KV receive/save completion, delayed-free ownership, in-flight-write fences and failure reporting | `audit-vllm-kv-lifetimes` | Event ledger is proposed, not a telemetry exporter; abstract obligations require concrete connector/caller evidence | vLLM @ 7f730b4cea9a, Dot bundle | 🟢 (contract intelligence; concrete backend unverified) | | **Diagnose / Configure / Optimize / Verify** | Runtime ACLGraph dispatch, stable input addresses, capture-resource limits and branch-specific replay/update ordering | `ascend-aclgraph-capture-replay` | Caller owns persistent buffers; DEBUG checks positional tensors only; reduced capture sets trade coverage for resources; [version/responsibility routing](../src/inferrsi/data/skill_library/README.md#vllm-ascend-version-and-responsibility-routing) | vllm-ascend @ 8a8e1e05ecb6, Dot bundle; wrapper/guide/tests inspected by supplier | 🟢 (conditional proposals; tests not run) | | **Diagnose / Configure / Optimize / Verify** | Device-HBM stream-use lifetime, fragmentation/counter interpretation and gated allocator controls | `torchnpu-device-memory-lifecycle` | Lifetime recording does not insert data dependencies; expandable segments change counters/control legality; GC synchronization/comment conflict retained | TorchNPU @ 67511c53cd4c, Dot bundle; device allocator ledger | 🟢 (source-supported procedure; NPU execution not run) | -| **Diagnose / Verify** | Serving model: operator/context dependencies, calibration/load domain and joint-SLO prediction uncertainty | [calibrate-serving-simulation](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md), `performance-ceiling-analysis` | Vidur near-capacity CPU-overhead counterexample; simulator output is not a bound | Vidur v2; Reference Matrix systems-paper row | 🟢 (prediction guidance; calibration not run) | +| **Diagnose / Verify** | Serving model: operator/context dependencies, calibration/load domain, fidelity provenance and joint-SLO prediction uncertainty | [calibrate-serving-simulation](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md), `performance-ceiling-analysis` | Vidur near-capacity CPU-overhead counterexample; simulator output is not a bound. [Infera source reference](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md) separates scalar tuner scoring from DES percentiles and retains missing-SLO/stale-document limits; no service guarantee | Vidur v2 and bounded Infera Git readset; Reference Matrix systems sources | 🟢 (prediction guidance; calibration not run) | | **Diagnose / Verify** | Reusable-prefix compute work versus host/network KV loading cost | [performance-ceiling-analysis](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md), [Mooncake condition](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/mooncake-prefix-reuse-feasibility.md) | Check bytes, FLOPs and effective rate at one GPU-group scope; favorable Equation 2 still requires exposed-cost/SLO measurements | Mooncake FAST '25 §2.2, Table 1, Eqs. 1-2; separate public-paper source, not recovered foundation archive | 🟢 (analytical source condition; current feasibility and E2E benefit unverified; no SSD credit) | | **Diagnose / Verify** | Offline offload feasibility across GPU, CPU RAM and disk | [performance-ceiling-analysis](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md), [FlexGen condition](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/flexgen-offload-feasibility.md) | Joint weights/KV/activation placement; RAM resident plus staging/working peaks, SSD state capacity and disk↔CPU cost, effective batch versus GPU batch, exposed CPU/transfer cost and block-latency objective | FlexGen official ICML 2023, §§3–4.3 and selected A.3; separate public source, foundation archive still unavailable | Source-only candidate; empirical not_run, fitted/perfect-overlap model and relaxed OOM limits; no blanket RAM/SSD, Network/OS or current-engine qualification | | **Diagnose / Configure / Optimize / Verify** | Serving service order versus HBM admission and suspended-KV recovery; replica migration versus elastic sequence groups | [assess-serving-preemption](../src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md), [evaluate-elastic-serving-placement](../src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md) | [Hypothetical pressure/migration cases](../src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/knowledge/scheduling-state-boundaries.md); cohort/fairness and destination-reservation costs | Orca proceedings, FastServe v3, Llumnix v1, LoongServe v2; implementation pins remain separate | 🟢 (conditional paper-derived plans) | diff --git a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md index 06b7e019a..7e2519ec4 100644 --- a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md +++ b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md @@ -11,6 +11,8 @@ Use when simulation or a cost model is proposed to reduce deployment experiments Require model/shape/dtype, actual kernel/runtime revision, graph mode, GPU/host/topology, request length and arrival distribution, total resources/cost basis, memory limits, latency definitions and percentile SLOs. Read [Vidur evidence](references/source-notes.md) and [evidence types](references/source-notes.md). If any essential identity is missing, mark that dimension unknown rather than borrowing a paper default. +For Infera serving-tuner output, read the [provenance reference](references/infera-serving-search/README.md) before using a shortlist. It distinguishes actual fidelity, the seed-only comparator, evaluated-trial retention and scalar versus DES metrics; independent trace-ranking calibration remains proposed and `not_run`. + ## Procedure (P) 1. Classify each estimate: physical feasibility bound, measured attainable envelope, Amdahl-style conditional impact, or empirical prediction. Never label learned runtime output a bound. @@ -31,4 +33,4 @@ Stop predictive certification if profiles are missing, topology is substituted, ## Resource contract -This folder and its local `references/source-notes.md` are sufficient for selective consumption. Optional comparison notes and cases are linked through the owning ceiling skill; the local source notes retain the calibration procedure's evidence and limits. Existing InferRSI skill names above are reconciliation targets, not runtime dependencies. +The local `references/source-notes.md` retains the Vidur evidence. The [Infera reference](references/infera-serving-search/README.md) and its [source record](references/infera-serving-search/source-record.json) retain the separate implementation example and its limits. These owner-local resources support selective consumption. Optional comparison notes and cases are linked through the owning ceiling skill. Existing InferRSI skill names above are reconciliation targets, not runtime dependencies. diff --git a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/metadata.json b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/metadata.json index b9c515288..5e20e4ad5 100644 --- a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/metadata.json +++ b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/metadata.json @@ -19,6 +19,30 @@ "A.1-A.2" ], "readset": "references/source-notes.md" + }, + { + "type": "git", + "url": "https://github.com/AMD-AGI/Infera", + "commit": "ff1136e4a51998eba2933ed63cfb9c10120f86ea", + "paths": [ + "LICENSE", + "manual/simulation/tuning_agent.md", + "manual/simulation/boundaries.md", + "manual/simulation/anchors.md", + "manual/simulation/workloads.md", + "infera/projection/agents/tuning_agent/history.py", + "infera/projection/agents/tuning_agent/cli.py", + "infera/projection/agents/tuning_agent/evaluator.py", + "infera/projection/agents/tuning_agent/inference_tuning.py", + "infera/projection/agents/tuning_agent/inference_agent.py", + "infera/projection/core/projection/inference_projection/launcher.py", + "infera/projection/core/projection/inference_projection/des.py", + "tests/unit/projection/test_tuning_slo.py", + "tests/unit/projection/test_tuning_objectives.py", + "tests/unit/projection/test_tuning_variable_lengths.py", + "tests/unit/projection/test_des_disaggregated.py" + ], + "readset": "references/infera-serving-search/source-record.json" } ], "applicability": { @@ -45,7 +69,9 @@ "Source-derived candidate; no local efficacy validation." ], "provenance_readsets": [ - "references/source-notes.md" + "references/source-notes.md", + "references/infera-serving-search/README.md", + "references/infera-serving-search/source-record.json" ], "consumption_mode": "packaged" } diff --git a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md new file mode 100644 index 000000000..4c24c7466 --- /dev/null +++ b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md @@ -0,0 +1,132 @@ +# Infera serving-search provenance + +Status: source-derived candidate; empirical validation `not_run`. + +Use this reference when an Infera serving-tuner result supplies a configuration +shortlist. The [source record](source-record.json) owns the fixed revision, +selected readset, source hashes, rights and evidence limits. This is an +implementation example for the existing calibration and search procedures; +it supplies no local ranking, model-quality or service result. + +## What the selected source establishes + +### Follow fidelity through the actual command + +The inference branch has a deterministic seed stage followed by an optional LLM +continuation. It constructs its own evaluator; the training branch's +`--profiling-mode` selection is not forwarded by that inference entry. +Within the serving evaluator, `dry` synthesizes metrics and returns before the +real-projector path. Other modes may use the analytical model, a cached/forced +benchmark artifact, or a requested live benchmark. Inspect the actual emitted +command and artifacts: the result is initialized with `source="inference"` +before those branches, so that label does not identify its fidelity. +([CLI](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/cli.py#L122-L220), +[evaluator](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/evaluator.py#L954-L1067)) + +| Retained input or dispatch | Evidence it supplies | Limit | +|---|---|---| +| Dry evaluator | Synthetic loop-exercise metrics | Neither prediction fidelity nor measurement | +| Analytical projector | Modeled target metrics | No measured attainable result | +| Measured anchor consumed by the projector | An observed calibration input plus a transported target prediction | The target configuration is still projected; record measured and target shapes separately | +| Fresh benchmark artifact | Measurement of the artifact's recorded execution conditions | Subsequent projected metrics and analytical memory are separate evidence | + +The anchor documentation explicitly keeps memory analytical and distinguishes +anchor-defining execution regimes from transported dimensions. Preserve model, +engine/kernel, dtype, graph/speculation settings, hardware/topology, calibration +shape and target shape. Do not infer compatibility or a target measurement from +an artifact filename, cache hit or benchmark counter. +([Anchor contract](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/manual/simulation/anchors.md#L55-L109), +[command selection](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/evaluator.py#L698-L715)) + +### Separate the deterministic comparator from its continuation + +`--seed-only` / `--no-agent` runs the deterministic initial configuration sweep. +The LLM stage continues with the same history and evaluator unless skipped or +unavailable. This seed sweep is a configuration-search stage; repeated random +seeds for measurement are a different control. A run that only produces seed +results has not demonstrated an LLM contribution. +([Stage dispatch](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/cli.py#L160-L220), +[seed construction](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/inference_tuning.py#L776-L855)) + +### Keep evaluated rejections with the selected result + +Both seed and agent paths append returned evaluation results before selecting +the best legal score. The JSONL stores configuration, result, source, timestamp +and notes; results carry rejection reason and, after a projector call, command, +return code, duration and an output tail. The final best-summary JSON is a +selection view, not the full trial record. Loading deduplicates by configuration +and skips malformed/incomplete lines. Retention therefore covers the evaluated +results written by these paths, not every proposed or prefiltered candidate. +([History](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/history.py#L16-L92), +[seed retention and selection](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/cli.py#L173-L263), +[agent retention](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/inference_agent.py#L328-L366)) + +### Check which metrics actually reach ranking + +The tuner parses scalar performance labels and scores a named objective with +its direction. The launcher prints those labels before an optional +discrete-event simulation (DES), which prints a separate mean/p50/p90/p99 table. +The inspected tuner parser does not read that percentile table. This source-flow +observation means that forwarding a workload-file or length-spread option does +not establish that the tuner objective or SLO gate uses trace-tail metrics. +([Parser](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/inference_tuning.py#L1394-L1519), +[scalar print and DES entry](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/core/projection/inference_projection/launcher.py#L989-L1043), +[percentile format](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/core/projection/inference_projection/launcher.py#L463-L511)) + +The SLO helper checks recognized, present scalar values. Missing metrics and +unknown SLO keys produce no violation, as its source tests explicitly document. +Thus `legal=true` is insufficient evidence that every intended constraint was +evaluated. It also cannot establish a tail-latency or service guarantee. +([SLO helper](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/evaluator.py#L1360-L1385), +[unexecuted test definitions](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/tests/unit/projection/test_tuning_slo.py#L55-L61)) + +## Proposed audit and ranking-calibration plan + +These are checks for a later authorized study, not checks executed by this +reference or a supplied runner. + +1. Freeze the source/runtime/model, hardware and serving regime; retain workload + and anchor content identities. Record whether each reported quantity is + synthetic, analytical, anchor-assisted or measured, using actual dispatch and + artifact evidence. Preserve original results rather than relabeling them. +2. Freeze useful work and quality controls before comparing seed-only with an + LLM continuation. Match objective/direction, latency definitions, constraints, + starting history, evaluation fidelity and available evaluation cost. Account + for seed work, repeats, rejected trials and LLM time/tokens/cost separately; + equal proposal counts do not establish equal total cost. +3. Retain the full trial JSONL, relevant workload overlays, full available logs + and anchor references alongside the best summary. Count evaluated results, + skipped duplicates, prefiltered proposals and unreadable rows separately. + Distinguish execution failure, modeled infeasibility, missing data and a + valid measured regression; the search's `legal` flag is not a campaign verdict. +4. Bind ranking validation to a fixed trace or workload distribution. Preserve + arrivals, input/output lengths, concurrency, prefix semantics, measurement + window and metric numerator/denominator. A length/arrival file lacks the block + hashes that drive content-addressed cache reuse; an analytical hit-rate + assumption is not observed trace reuse. Total-token and decode-only + throughput, fleet totals and per-GPU rates are different objectives. + ([Workload semantics](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/manual/simulation/workloads.md#L11-L123), + [metric denominators](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/inference_tuning.py#L1423-L1518)) +5. Compare a bounded predicted shortlist with independent observations of the + same candidates and required quality/SLO metrics. Keep predicted ranks, + observed ranks, constraint coverage, rank reversals, unresolved ties and + calibration-domain gaps visible. Select numeric gates in that study before + search; this source reference supplies none. Withhold a calibrated ranking + or agent-benefit conclusion when comparable observations are missing. + +## Source conflict and remaining limits + +The pinned boundaries manual says disaggregation has no independent event +queues. The same revision's `simulate_disaggregated` has separate prefill/decode +queues and clocks and is selected by `run_des` for an enabled split. Do not carry +the stale negative capability claim into a decision. This static countercheck +does not validate those queues' fidelity or any P/D deployment. +([Stale text](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/manual/simulation/boundaries.md#L53-L55), +[split state](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/core/projection/inference_projection/des.py#L2355-L2365), +[split dispatch](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/core/projection/inference_projection/des.py#L3073-L3145)) + +No upstream code or tests, model/device/service run, ranking calibration or +agent comparison was executed for this reference. Precision and speculation +choices still need independent quality controls. Source rights cover the +selected original repository material; dependencies, models, traces and other +assets have separate rights. 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This is source integrity, not execution or correctness evidence.", + "depth_limits": "Full text, bounded bodies and definition searches are distinguished per path. Other repository files and fetched discovery material are not substantive support for this reference." + }, + "claim_map": [ + { + "id": "I1", + "type": "source_observation", + "claim": "Inference source label covers dry and real-projector paths; actual argv and artifact provenance are necessary", + "paths": [ + "infera/projection/agents/tuning_agent/evaluator.py" + ], + "ranges": [ + [ + 969, + 1014 + ], + [ + 1032, + 1058 + ], + [ + 705, + 715 + ] + ] + }, + { + "id": "I2", + "type": "source_observation_plus_proposed_comparison", + "claim": "Seed-only runs the deterministic initial sweep; controlled seed versus agent comparison is a future plan, not measured improvement", + "paths": [ + "manual/simulation/tuning_agent.md", + "infera/projection/agents/tuning_agent/cli.py", + "infera/projection/agents/tuning_agent/inference_tuning.py" + ], + "locators": [ + "tuning_agent.md36-51", + "cli.py160-220", + "inference_tuning.py776-855" + ] + }, + { + "id": "I3", + "type": "source_observation", + "claim": "Returned evaluated trial results include rejected results and are appended to JSONL before best selection; incomplete input rows may be skipped during load", + "paths": [ + "infera/projection/agents/tuning_agent/history.py", + "infera/projection/agents/tuning_agent/cli.py", + "infera/projection/agents/tuning_agent/inference_agent.py" + ], + "locators": [ + "history.py43-81", + "cli.py183-186,222-263", + "inference_agent.py355-356" + ] + }, + { + "id": "I4", + "type": "source_flow_deduction_no_execution", + "claim": "Scalar performance metrics and the later DES percentile report are distinct; forwarded trace fields alone do not establish trace-tail tuner scoring", + "paths": [ + "infera/projection/agents/tuning_agent/inference_tuning.py", + "infera/projection/core/projection/inference_projection/launcher.py", + "infera/projection/agents/tuning_agent/evaluator.py" + ], + "locators": [ + "inference_tuning.py1423-1519", + "launcher.py286-320,463-511,1005-1037,1183-1184", + "evaluator.py638-647,1059-1085" + ] + }, + { + "id": "I5", + "type": "source_observation_and_conflict", + "claim": "The no-independent-P/D-queues documentation statement is stale relative to the pinned split DES state/loop and enabled dispatch", + "paths": [ + "manual/simulation/boundaries.md", + "infera/projection/core/projection/inference_projection/des.py" + ], + "locators": [ + "boundaries.md53-55", + "des.py2355-2365,2647-2666,3073-3145" + ] + }, + { + "id": "I6", + "type": "source_observation_plus_proposed_safety_boundary", + "claim": "Absent metrics and unknown SLO keys do not become violations; a legal flag is not evidence of complete SLO or service validation", + "paths": [ + "infera/projection/agents/tuning_agent/evaluator.py", + "tests/unit/projection/test_tuning_slo.py" + ], + "locators": [ + "evaluator.py1360-1385", + "test_tuning_slo.py55-61" + ] + } + ], + "source_conflicts": [ + { + "documentation": "manual/simulation/boundaries.md:53-55 says disaggregation has no independent prefill/decode event queues", + "code": "infera/projection/core/projection/inference_projection/des.py:2355-2365,2647-2666,3073-3145 defines separate station queues/clocks and dispatches the split simulation", + "disposition": "Do not carry the stale negative capability claim. Static code inspection does not establish split-simulation fidelity or native deployment behavior." + } + ], + "rights": { + "selected_original_software_and_documentation": "MIT under the pinned root LICENSE", + "copyright": "Copyright 2026 Advanced Micro Devices, Inc. All rights reserved.", + "license_url": "https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/LICENSE", + "license_git_blob_sha1": "18de567ee2e7bf31ad35d31f28419c1096c9f2b6", + "license_utf8_bytes": 1105, + "license_sha256": "22c97da6a9d786607ee70d85aa0d27912d9f6db132e022ec13147ac42e574023", + "selected_path_coverage": [ + "LICENSE", + "manual/simulation/tuning_agent.md", + "manual/simulation/boundaries.md", + "manual/simulation/anchors.md", + "manual/simulation/workloads.md", + "infera/projection/agents/tuning_agent/history.py", + "infera/projection/agents/tuning_agent/cli.py", + "infera/projection/agents/tuning_agent/evaluator.py", + "infera/projection/agents/tuning_agent/inference_tuning.py", + "infera/projection/agents/tuning_agent/inference_agent.py", + "infera/projection/core/projection/inference_projection/launcher.py", + "infera/projection/core/projection/inference_projection/des.py", + "tests/unit/projection/test_tuning_slo.py", + "tests/unit/projection/test_tuning_objectives.py", + "tests/unit/projection/test_tuning_variable_lengths.py", + "tests/unit/projection/test_des_disaggregated.py" + ], + "notice_findings": "The complete pinned path inventory contains only the root LICENSE in the LICENSE/NOTICE/COPYING family; the three fully read tuning tests explicitly carry MIT SPDX headers. No selected-path override was identified.", + "distribution": "Original attributed English procedure and source metadata only. No upstream implementation, full documentation, fixture, figure, trace, benchmark artifact or model is copied. InferRSI retains its own root license.", + "excluded_rights": [ + "External dependencies and vendor code", + "Models and weights", + "Downloaded or third-party traces and other assets" + ] + }, + "verification": { + "source_support": "Bounded source inspection and source-flow deduction; stale documentation counterchecked against code", + "source_tests": "Definitions inspected only; not executed", + "repository_and_package_checks": "Bound to the actual delivered revision and reported separately; not evidence of source runtime or efficacy", + "upstream_execution": "not_run", + "native_or_device_validation": "not_run", + "model_quality": "not_run", + "trace_ranking_calibration": "not_run", + "service_performance": "not_run", + "agent_effect": "not_run" + }, + "limitations": [ + "One owner-local source reference under existing candidate skills; no new runtime, planner, evaluator, registered skill or managed import.", + "The serving result's inference label alone does not distinguish synthetic, analytical, anchor-assisted or measured inputs.", + "The scalar tuner parser and the separate DES percentile report are distinct; forwarded workload options do not establish trace-tail ranking or SLO scoring.", + "The SLO helper ignores unknown keys and missing metrics; legal=true does not prove intended-constraint coverage or service acceptance.", + "JSONL retention covers returned evaluated results, not every prefiltered proposal; malformed rows can be skipped when loading.", + "Fixed-trace ranking checks, independent quality/SLO observations and matched seed-versus-agent cost comparisons are proposed future work, not delivered results.", + "The owner comparison is bounded and does not prove absence or novelty across every library body." + ] +} diff --git a/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md b/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md index dd615e856..0810c0394 100644 --- a/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md +++ b/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md @@ -129,6 +129,8 @@ constraint from it. Example: "KV cache compression at this sequence length did not reduce memory traffic (measured: mte2_ratio unchanged at concurrency=4)." That constraint narrows the remaining search space. +For a serving-tuner shortlist, follow the calibration owner's [Infera provenance reference](../calibrate-serving-simulation/references/infera-serving-search/README.md). Keep the deterministic seed-only comparator, complete evaluated-trial ledger and actual fidelity visible. That reference qualifies the scalar/DES metric boundary and the proposed, unrun trace-ranking check. + ## Cost-aware candidate selection For observed prefill interference with ongoing decodes, consult the diff --git a/src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json b/src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json index e718b8d87..7bbceeab9 100644 --- a/src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json +++ b/src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json @@ -64,7 +64,9 @@ "../assess-serving-preemption/SKILL.md", "../calibrate-serving-simulation/SKILL.md", "../performance-ceiling-analysis/SKILL.md", - "../../repositories/vllm/audit-vllm-kv-lifetimes/SKILL.md" + "../../repositories/vllm/audit-vllm-kv-lifetimes/SKILL.md", + "../calibrate-serving-simulation/references/infera-serving-search/README.md", + "../calibrate-serving-simulation/references/infera-serving-search/source-record.json" ], "consumption_mode": "packaged", "sources": [ From fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9 Mon Sep 17 00:00:00 2001 From: Dong1017 <55723162+Dong1017@users.noreply.github.com> Date: Tue, 3 Nov 2026 18:31:18 +0900 Subject: [PATCH 2/5] knowledge: distinguish retained rows from future evaluation skips Retain valid duplicate history rows in the Infera source explanation and separate signature-based future evaluation skips from loading the ledger. Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com> Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) --- .../references/infera-serving-search/README.md | 5 +++-- .../references/infera-serving-search/source-record.json | 8 ++++---- 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md index 4c24c7466..2927f0310 100644 --- a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md +++ b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md @@ -54,8 +54,9 @@ Both seed and agent paths append returned evaluation results before selecting the best legal score. The JSONL stores configuration, result, source, timestamp and notes; results carry rejection reason and, after a projector call, command, return code, duration and an output tail. The final best-summary JSON is a -selection view, not the full trial record. Loading deduplicates by configuration -and skips malformed/incomplete lines. Retention therefore covers the evaluated +selection view, not the full trial record. Loading appends valid rows, records their configuration signatures and skips +malformed/incomplete lines. The signature set lets later seed/agent calls skip +configurations already evaluated; it does not remove duplicate stored rows. Retention therefore covers the evaluated results written by these paths, not every proposed or prefiltered candidate. ([History](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/history.py#L16-L92), [seed retention and selection](https://github.com/AMD-AGI/Infera/blob/ff1136e4a51998eba2933ed63cfb9c10120f86ea/infera/projection/agents/tuning_agent/cli.py#L173-L263), diff --git a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json index 1f3bb4556..1cea72245 100644 --- a/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json +++ b/src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json @@ -248,16 +248,16 @@ { "id": "I3", "type": "source_observation", - "claim": "Returned evaluated trial results include rejected results and are appended to JSONL before best selection; incomplete input rows may be skipped during load", + "claim": "Returned evaluated trial results include rejected results and are appended to JSONL before best selection; load retains all valid rows, including duplicates, and records configuration signatures for future evaluation skips; malformed or incomplete rows can be skipped during load", "paths": [ "infera/projection/agents/tuning_agent/history.py", "infera/projection/agents/tuning_agent/cli.py", "infera/projection/agents/tuning_agent/inference_agent.py" ], "locators": [ - "history.py43-81", - "cli.py183-186,222-263", - "inference_agent.py355-356" + "history.py43-84", + "cli.py175-186,222-263", + "inference_agent.py343-356" ] }, { From 16a296585ee2cbc2d620aaaf6597d4d756bbe5f8 Mon Sep 17 00:00:00 2001 From: Dong1017 <55723162+Dong1017@users.noreply.github.com> Date: Tue, 3 Nov 2026 19:02:13 +0900 Subject: [PATCH 3/5] knowledge: generate Infera serving-search discovery projections Build the native catalog and coverage from the corrected canonical source revision while preserving all existing owners and source records. Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com> Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) --- docs/skill-coverage.md | 4 +- .../repo_packs/inferrsi/knowledge/README.md | 4 +- .../ascend-aclgraph-capture-replay.json | 4 +- .../ascend/skills/ascend-device-health.json | 4 +- .../skills/ascend-distributed-parallel.json | 4 +- .../ascend/skills/ascend-graph-mode.json | 4 +- .../skills/ascend-model-adaptation.json | 4 +- .../skills/ascend-operator-profiling.json | 4 +- .../ascend/skills/ascend-operator-tuning.json | 4 +- .../skills/ascend-optimization-casebook.json | 4 +- .../skills/ascend-performance-analysis.json | 4 +- .../ascend-video-diffusion-optimization.json | 4 +- .../ascend/skills/ascendc-tiling-design.json | 4 +- .../skills/cann-attribution-overlap.json | 4 +- .../knowledge/ascend/skills/torch-npu.json | 4 +- .../torchnpu-device-memory-lifecycle.json | 4 +- ...torchnpu-pinned-host-memory-lifecycle.json | 4 +- .../skills/assess-serving-preemption.json | 4 +- .../assess-split-backward-schedule.json | 4 +- .../skills/audit-fixed-workload-claim.json | 4 +- .../audit-h3-metal-fasth3-semantics.json | 4 +- .../skills/audit-h3-runtime-residency.json | 4 +- .../skills/audit-llama-runtime-state.json | 4 +- .../audit-recurrent-kv-finalization.json | 4 +- .../common/skills/audit-sd-cpp-residency.json | 4 +- .../audit-sglang-diffusion-lifetimes.json | 4 +- .../skills/audit-vllm-kv-lifetimes.json | 4 +- .../bound-windowed-attention-replay.json | 4 +- .../budget-speculative-verification.json | 4 +- .../skills/calibrate-serving-simulation.json | 42 ++++++++++++++++--- .../skills/cgroup-resource-controls.json | 4 +- .../checkpoint-recovery-consistency.json | 4 +- .../skills/choose-parallel-training-plan.json | 4 +- .../skills/cite-check-downstream-pr.json | 4 +- .../common/skills/claim-contract.json | 4 +- .../knowledge/common/skills/comfy-ui.json | 4 +- .../common/skills/competitor-scan.json | 4 +- .../skills/dcp-async-save-performance.json | 4 +- .../skills/dense-performance-evidence.json | 4 +- .../diagnose-vllm-admission-pressure.json | 4 +- .../skills/diffusers-invocation-state.json | 4 +- .../common/skills/draft-acceptance-issue.json | 4 +- .../knowledge/common/skills/dwarfstar.json | 4 +- .../evaluate-elastic-serving-placement.json | 4 +- .../skills/generation-cache-lifecycle.json | 4 +- .../common/skills/host-memory-management.json | 4 +- .../skills/host-overhead-optimization.json | 4 +- .../knowledge/common/skills/husky.json | 4 +- .../skills/inference-benchmark-design.json | 4 +- .../inference-optimization-casebook.json | 4 +- .../common/skills/kernel-writing-guide.json | 4 +- .../common/skills/kv-tier-management.json | 4 +- .../lazy-evaluation-stream-lifetimes.json | 4 +- .../knowledge/common/skills/lily.json | 4 +- .../knowledge/common/skills/lithos-metal.json | 4 +- .../knowledge/common/skills/local-dream.json | 4 +- .../knowledge/common/skills/mistral-rs.json | 4 +- .../knowledge/common/skills/mlc-llm.json | 4 +- .../knowledge/common/skills/mlx-swift-lm.json | 4 +- .../common/skills/npu-skill-factory.json | 4 +- .../skills/optimization-search-policy.json | 14 ++++--- .../common/skills/os-process-placement.json | 4 +- .../skills/performance-ceiling-analysis.json | 4 +- .../skills/plan-activation-residency.json | 4 +- .../knowledge/common/skills/project-maya.json | 4 +- .../knowledge/common/skills/pytorch.json | 4 +- .../skills/repository-evolution-analysis.json | 4 +- .../knowledge/common/skills/rsi-evidence.json | 4 +- .../skills/skill-evolution-playbook.json | 4 +- .../knowledge/common/skills/splash.json | 4 +- .../common/skills/storage-io-measurement.json | 4 +- .../skills/training-input-pipeline.json | 4 +- .../skills/training-resource-budget.json | 4 +- .../skills/video-diffusion-optimization.json | 4 +- .../knowledge/common/skills/vllm-metal.json | 4 +- .../skills/weight-loading-optimization.json | 4 +- .../cuda/skills/audit-afd-p2p-exchanges.json | 4 +- .../skills/audit-flare-session-lifecycle.json | 4 +- .../diagnose-attention-bottlenecks.json | 4 +- .../cuda/skills/host-overhead-profiling.json | 4 +- .../cuda/skills/reason-hopper-kernels.json | 4 +- 81 files changed, 202 insertions(+), 170 deletions(-) diff --git a/docs/skill-coverage.md b/docs/skill-coverage.md index 50c3f1b6c..36249dc25 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: `sha256:7640b171256091efd1514a33d5e434eef3feaed238fc92fe3eeba02fee94e9ff` +- Input digest: `sha256:b8a668b70121d854ca39a5016d5d7920680435347532149a31484680f9f44ff2` - Regenerate: `python tools/build_skill_coverage.py` - Verify without writing: `python tools/build_skill_coverage.py --check` @@ -126,7 +126,7 @@ optimization is fully covered or that any procedure has measured benefit. | [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 ... | Diagnosing whether LLM serving queue delay justifies token-boundary priority preemption ... | failure_modes, input_contract, produced_artifact, refusal_point
4 advice | 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 ... | Assessing memory-capped split-backward and V-shaped pipeline schedule proposals when a ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | 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 ... | Auditing a performance claim against supplied fixed-workload reports and an explicit ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | N/A: SKILL.md §§ Preserve the observation hierarchy, Check what was actually compared, and Return an auditable conclusion audit supplied measurements and verdicts; device identity is comparison metadata, not a hardware-resource mechanism. | — | candidate · not_run · 0 readset(s) | 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 ... | Building an evidence-gated serving-configuration shortlist when a profiled simulator or ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | 1 Accelerator · Diagnose / Verify | 1 · Systems sources (Vidur — [2405.05465v2](https://arxiv.org/abs/2405.05465v2)) | candidate · not_run · 1 readset(s) | 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 ... | Building an evidence-gated serving-configuration shortlist when a profiled simulator or ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | 1 Accelerator · Diagnose / Verify | 1 · Systems sources (Vidur — [2405.05465v2](https://arxiv.org/abs/2405.05465v2)) | candidate · not_run · 3 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 ... | Assessing distributed checkpoint recovery through DLRover memory agreement, persistence ... | failure_modes, input_contract, produced_artifact, refusal_point
4 advice | 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 ... | Comparing stage, device-mesh and operator-sharding candidates for static distributed ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | 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 | | [dense-performance-evidence](../src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md) | common | Taxonomy of performance evidence an optimization agent needs, ordered by collection cost and diagnostic power. Maps ... | Deciding which performance evidence to collect next and which claim each evidence level ... | failure_modes, input_contract, produced_artifact, refusal_point
4 advice | 1 Accelerator · Observe / Profile / Verify
2 RAM/Host · Verify
4 Network · Verify | 1 · Systems sources (NVIDIA/TensorRT-LLM @ f33e0e5fd)
2 · Methodology and corpus references (JiusiServe/vllm-evolve @ 43cc82c)
2 · Methodology and corpus references (microsoft/SkillOpt @ 343db22) | candidate · not_run · 0 readset(s) | — | diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index 86ee95d7e..ded46e2fc 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md @@ -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: [7aa3344bf84c42467f43b3a927e1c7d13642bd55](https://github.com/InferMatrixLab/InferRSI/tree/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library). +Source snapshot: [fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9](https://github.com/InferMatrixLab/InferRSI/tree/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/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 7aa3344bf84c42467f43b3a927e1c7d13642bd55 --check +python tools/build_skill_index.py --source-revision fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9 --check ``` `--check` detects missing, stale and unexpected generated records without writing. 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 d628bdadd..af0843da7 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 f4b372d19..f46f53238 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 4b940539c..0aa3c25dc 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 @@ -27,8 +27,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 5c1c8590b..a91a8b2d1 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 @@ -26,8 +26,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 971e9813a..2ce997c73 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 e8d595cbc..bc317de34 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 64816a247..68ffb3bc6 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 7521c9f69..b6797c174 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 2a4a0ace2..ad5005534 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json index a2d677d4d..b769c968e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json @@ -26,8 +26,8 @@ "sources": [ { "type": "git", - 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"url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json index ca740b5b7..c8b12ceb6 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torch-npu.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torch-npu.json index 7c1cde5ed..e701de791 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torch-npu.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torch-npu.json @@ -20,8 +20,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/frameworks/torch-npu/torch-npu/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/torch-npu/torch-npu/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/frameworks/torch-npu/torch-npu/SKILL.md", "src/inferrsi/data/skill_library/frameworks/torch-npu/torch-npu/metadata.json", 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 d6676b490..52f0662b0 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 d6ea1871c..ed42bbc70 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 12aeca1fd..face30cfd 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md", "src/inferrsi/data/skill_library/methods/assess-serving-preemption/metadata.json", 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 7c6e81473..2de937149 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/assess-split-backward-schedule/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 index a3b85ccdc..be3f3a8a4 100644 --- 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 @@ -20,8 +20,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/audit-fixed-workload-claim/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 50b90d31b..4cd25520c 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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"url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/h3-c/audit-h3-runtime-residency/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 3adab00f6..2b180b983 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", - 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"content_sha256": "ac773c6f1c110a664dfca28a3ae9129b10c07614e60ca3640dea776220e7b352" + "content_sha256": "500231dd32f470dc90831ff1cdf5a8f0c791660958db92fcfbaa333162c28e5a" } ], "index_type": "packaged-skill", @@ -33,8 +35,10 @@ }, "checkout_ref": "checkout:calibrate-serving-simulation", "source_files": { - "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md": "ac773c6f1c110a664dfca28a3ae9129b10c07614e60ca3640dea776220e7b352", - "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/metadata.json": "96771fb6fecf5fc7773bb7cf84038d8eaf436add1a0362dc26110c82037f8320", + "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md": "500231dd32f470dc90831ff1cdf5a8f0c791660958db92fcfbaa333162c28e5a", + "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/metadata.json": "69fbc43e3b354670600dc8e8423957f28c90e30b5270f2659020cc4473f25509", + "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md": "fe614b1c62f1d4a9db797a85d9b11931ae32169c40109c7b69ecd648fb6e9d1e", + "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json": "61fafa5e92ae6312f8792e4630a35c78da4c1810fac4bf9cde385824c3894f36", "src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/source-notes.md": "9696d3c0ef96b6611787446bd6f96d4d6255ca8d107105de8c1d9af83edb9fa5", "src/inferrsi/data/skill_library/skill-index.json": "9ea8b2ef190777e683a3905f0614612a37782be4d655d230c000188b0c7073db" }, @@ -61,6 +65,30 @@ "A.1-A.2" ], "readset": "references/source-notes.md" + }, + { + "type": "git", + "url": "https://github.com/AMD-AGI/Infera", + "commit": "ff1136e4a51998eba2933ed63cfb9c10120f86ea", + "paths": [ + "LICENSE", + "manual/simulation/tuning_agent.md", + "manual/simulation/boundaries.md", + "manual/simulation/anchors.md", + "manual/simulation/workloads.md", + "infera/projection/agents/tuning_agent/history.py", + "infera/projection/agents/tuning_agent/cli.py", + "infera/projection/agents/tuning_agent/evaluator.py", + "infera/projection/agents/tuning_agent/inference_tuning.py", + "infera/projection/agents/tuning_agent/inference_agent.py", + "infera/projection/core/projection/inference_projection/launcher.py", + "infera/projection/core/projection/inference_projection/des.py", + "tests/unit/projection/test_tuning_slo.py", + "tests/unit/projection/test_tuning_objectives.py", + "tests/unit/projection/test_tuning_variable_lengths.py", + "tests/unit/projection/test_des_disaggregated.py" + ], + "readset": "references/infera-serving-search/source-record.json" } ], "applicability": { @@ -87,7 +115,9 @@ "Source-derived candidate; no local efficacy validation." ], "provenance_readsets": [ - "references/source-notes.md" + "references/source-notes.md", + "references/infera-serving-search/README.md", + "references/infera-serving-search/source-record.json" ], "consumption_mode": "packaged" }, 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 a88384b33..9e69ae572 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/cgroup-resource-controls/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 3572a1f8c..26e0a433d 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/SKILL.md", "src/inferrsi/data/skill_library/methods/checkpoint-recovery-consistency/metadata.json", 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 d5ce0bdbf..a590e25b3 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/choose-parallel-training-plan/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 ded00b5e0..fb5fa447f 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 @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", 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 a7f2bfa5d..29bddf609 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 @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/claim-contract/SKILL.md", 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 acdc57b97..4be361bd6 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/comfy-ui/LICENSE", "src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", 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 0f5b0fb34..965d69104 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 @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", 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 064e2ca25..b4a1e01b1 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 b20edd811..2478babfb 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", "src/inferrsi/data/skill_library/methods/dense-performance-evidence/metadata.json", 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 70fd8e8a5..c9f6839e2 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 3a883cf9a..a5c44c184 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 e90c2488d..d2f2b4359 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 @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", 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 c456f30e9..5ec2b1018 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/dwarfstar/LICENSE", "src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", 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 3482d1338..e23655a93 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 7d68adf8b..efdeedbde 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 bb39eac1d..1e6cb6507 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 @@ -30,8 +30,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/host/host-memory-management/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/host-memory-management/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 9f20ba9d7..59302bac3 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 3dee4b666..8a589139b 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/husky/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/husky/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/husky/SKILL.md", "src/inferrsi/data/skill_library/repositories/husky/metadata.json", 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 3b2327374..fffec2867 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 @@ -35,8 +35,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", "src/inferrsi/data/skill_library/methods/inference-benchmark-design/metadata.json", 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 3d6372c43..3951ae29b 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/inference-optimization-casebook/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/inference-optimization-casebook/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json index 1040189df..632527dac 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json @@ -39,8 +39,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/kernel-writing-guide/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/kernel-writing-guide/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/kernel-writing-guide/SKILL.md", "src/inferrsi/data/skill_library/methods/kernel-writing-guide/cases/causal-conv1d-dispatch-state.md", 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 1c1f0ac80..1673bd988 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 c3b8b61d3..7e9ce3e18 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 8c592e80d..e7de88593 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/lily/LICENSE", "src/inferrsi/data/skill_library/repositories/lily/NOTICE.md", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lithos-metal.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lithos-metal.json index 26722f7f4..78b6458b6 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lithos-metal.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lithos-metal.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/lithos-metal/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/lithos-metal/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/lithos-metal/LICENSE", "src/inferrsi/data/skill_library/repositories/lithos-metal/SKILL.md", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json index cb94c8a24..05fa9ccac 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json @@ -29,8 +29,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", "src/inferrsi/data/skill_library/repositories/local-dream/metadata.json", 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 636fbe213..15beadab9 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/mistral-rs/LICENSE", "src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", 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 b94c5f561..9baf16e37 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/mlc-llm/LICENSE", "src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", 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 fef01f452..625090e11 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/LICENSE", "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", 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 1adcbdc00..d41479a4e 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", 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 8965fb642..494d81496 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", "src/inferrsi/data/skill_library/methods/optimization-search-policy/cases/sarathi-chunk-budget.json", @@ -38,7 +38,7 @@ "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/updates/optimization-search-policy.md", "src/inferrsi/data/skill_library/skill-index.json" ], - "content_sha256": "0ba4ade1648764a7422f564abe2d4fc9f9a25b5943a6c70c81ce17b8e7fb48d9" + "content_sha256": "d03957ba8f5ff3892947a5c3a45f46de21145bdad3bfb1cbed26faeb172de7a9" } ], "index_type": "packaged-skill", @@ -47,10 +47,10 @@ }, "checkout_ref": "checkout:optimization-search-policy", "source_files": { - "src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md": "0ba4ade1648764a7422f564abe2d4fc9f9a25b5943a6c70c81ce17b8e7fb48d9", + "src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md": "d03957ba8f5ff3892947a5c3a45f46de21145bdad3bfb1cbed26faeb172de7a9", "src/inferrsi/data/skill_library/methods/optimization-search-policy/cases/sarathi-chunk-budget.json": "f8448973cf1c9e506179c02c5e55bd804ea039b7276cf08071952f6c0be656ad", "src/inferrsi/data/skill_library/methods/optimization-search-policy/cases/sarathi-chunk-budget.md": "2c2a8147001d24d1abc8672f15cf0ca759ae461b734413c8dcb7497634bb6821", - "src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json": "6dc0c3b8ce13cff285ad99da4441f2fb6a5931247e7634e657275dd915854e02", + "src/inferrsi/data/skill_library/methods/optimization-search-policy/metadata.json": "c12db77c3536dc3b08635507efcf97c577dffc343186a953d32e5314380896df", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/distserve-phase-placement/README.md": "56e16efce447dfd4990a024ff1d6f7cb428f8e3e1f7b32a7e4d05f57139b836a", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/distserve-phase-placement/source-record.json": "21cc9562f1c19d6b57957c01b53e0adf8700d05ffaaa7764afe07c4da1284de1", "src/inferrsi/data/skill_library/methods/optimization-search-policy/references/papers-20261015/INTEGRATION_NOTES.md": "157e74ba180426b279b548a729769f152bf18f9a78ffca4ebfcaf26b7d0c5292", @@ -129,7 +129,9 @@ "../assess-serving-preemption/SKILL.md", "../calibrate-serving-simulation/SKILL.md", "../performance-ceiling-analysis/SKILL.md", - "../../repositories/vllm/audit-vllm-kv-lifetimes/SKILL.md" + "../../repositories/vllm/audit-vllm-kv-lifetimes/SKILL.md", + "../calibrate-serving-simulation/references/infera-serving-search/README.md", + "../calibrate-serving-simulation/references/infera-serving-search/source-record.json" ], "consumption_mode": "packaged", "sources": [ 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 8c0cf7b12..2972adb9e 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 ae1810d82..c2f780d71 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/metadata.json", 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 5ccb28ffe..c6a4e449e 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", "src/inferrsi/data/skill_library/methods/plan-activation-residency/metadata.json", 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 abec7ae74..883969a25 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/project-maya/LICENSE", "src/inferrsi/data/skill_library/repositories/project-maya/SKILL.md", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/pytorch.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/pytorch.json index 97d160bec..680308e05 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/pytorch.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/pytorch.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/frameworks/pytorch/pytorch/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/pytorch/pytorch/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/frameworks/pytorch/pytorch/LICENSE", "src/inferrsi/data/skill_library/frameworks/pytorch/pytorch/SKILL.md", 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 27968f7c8..8a8a57383 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/metadata.json", 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 465739baa..50b1eafc0 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 @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", 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 c470e93b8..f7b9a20cb 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json", 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 a9476f7cf..82e6de628 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/splash/LICENSE", "src/inferrsi/data/skill_library/repositories/splash/SKILL.md", 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 fc715e09f..4e2de776b 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 045b18bc4..6f28d4ac6 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", "src/inferrsi/data/skill_library/methods/training-input-pipeline/metadata.json", 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 a2429cac2..d778bc8b9 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/training-resource-budget/SKILL.md", "src/inferrsi/data/skill_library/methods/training-resource-budget/metadata.json", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/video-diffusion-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/video-diffusion-optimization.json index 2fbb6eebc..86e279404 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/video-diffusion-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/video-diffusion-optimization.json @@ -26,8 +26,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/SKILL.md", "src/inferrsi/data/skill_library/methods/video-diffusion-optimization/assets/campaign.template.json", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/vllm-metal.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/vllm-metal.json index 179f342ea..b3c09cb70 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/vllm-metal.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/vllm-metal.json @@ -26,8 +26,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/vllm-metal/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/vllm-metal/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/vllm-metal/LICENSE", "src/inferrsi/data/skill_library/repositories/vllm-metal/SKILL.md", 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 3cc50bdee..92518c8d2 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 @@ -29,8 +29,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/methods/weight-loading-optimization/SKILL.md", "src/inferrsi/data/skill_library/methods/weight-loading-optimization/metadata.json", 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 42b227ef5..4ea2b2b3d 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/afd-plugin/audit-afd-p2p-exchanges/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-flare-session-lifecycle.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-flare-session-lifecycle.json index 0fc99822c..843ce127a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-flare-session-lifecycle.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/cuda/skills/audit-flare-session-lifecycle.json @@ -29,8 +29,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "paths": [ "src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/LICENSE", "src/inferrsi/data/skill_library/repositories/flare-local-inference/audit-flare-session-lifecycle/SKILL.md", 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 19f847d38..9773ff1e3 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/cuda/diagnose-attention-bottlenecks/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 7fac0bc38..939b04c80 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/cuda/host-overhead-profiling/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", 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 55040913f..46ccd63c2 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/7aa3344bf84c42467f43b3a927e1c7d13642bd55/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", - "commit": "7aa3344bf84c42467f43b3a927e1c7d13642bd55", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/cuda/reason-hopper-kernels/SKILL.md", + "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", "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", From f8a7e832feab05f8262ebe4057f34e2c8a48fd95 Mon Sep 17 00:00:00 2001 From: Dong1017 <55723162+Dong1017@users.noreply.github.com> Date: Tue, 3 Nov 2026 19:58:09 +0900 Subject: [PATCH 4/5] knowledge: attribute Infera provenance to its calibration owner Name the existing registered calibration owner in the reference matrix so native coverage retains the Infera source mapping. Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com> Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) --- docs/reference-matrix.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/reference-matrix.md b/docs/reference-matrix.md index 04f91e7cf..1845ee4be 100644 --- a/docs/reference-matrix.md +++ b/docs/reference-matrix.md @@ -151,7 +151,7 @@ not fabricated implementation SHAs or a version-matched runtime stack. | Original source / version | Inspected scope and local evidence | Mechanism / consumer | Evidence limits | |---|---|---|---| | Vidur — [2405.05465v2](https://arxiv.org/abs/2405.05465v2) | [A readset](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/papers-20261015/READSET.md); §§3–7, A.1–A.2 | mined — operator/queue model calibration and joint-SLO shortlist → [calibrate-serving-simulation](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/SKILL.md), ceiling analysis | Empirical prediction, not physical bound; near-capacity CPU overhead and 12.65% maximum error in the specified appendix case; no current runtime calibration | -| [AMD Infera @ ff1136e4](https://github.com/AMD-AGI/Infera/tree/ff1136e4a51998eba2933ed63cfb9c10120f86ea) | Direct bounded source inspection, 2026-11-03: serving CLI/evaluator/history, seed/objective parser, launcher/DES countercheck and named unexecuted test definitions; [16-path readset and rights](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json) | mined — one [calibration-owned provenance reference](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md); search-policy links its seed comparator and evaluated-trial ledger | Source-derived candidate; empirical not_run. Scalar tuner scoring and DES percentiles are separate; missing SLO fields and stale no-P/D-queues text are qualified. Selected original paths MIT; no runtime, ranking accuracy, quality, service or agent-benefit result. | +| [AMD Infera @ ff1136e4](https://github.com/AMD-AGI/Infera/tree/ff1136e4a51998eba2933ed63cfb9c10120f86ea) | Direct bounded source inspection, 2026-11-03: serving CLI/evaluator/history, seed/objective parser, launcher/DES countercheck and named unexecuted test definitions; [16-path readset and rights](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/source-record.json) | mined — `calibrate-serving-simulation`: one [calibration-owned provenance reference](../src/inferrsi/data/skill_library/methods/calibrate-serving-simulation/references/infera-serving-search/README.md); search-policy links its seed comparator and evaluated-trial ledger | Source-derived candidate; empirical not_run. Scalar tuner scoring and DES percentiles are separate; missing SLO fields and stale no-P/D-queues text are qualified. Selected original paths MIT; no runtime, ranking accuracy, quality, service or agent-benefit result. | | Mooncake — FAST '25 proceedings, pp. 155-170 | Direct public-paper read, retained qualification 2026-10-31; [source condition and readset](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/mooncake-prefix-reuse-feasibility.md), §2.2, Table 1, Eqs. 1-2 | mined — conditional prefix-KV transfer versus saved-prefill-work comparison → `performance-ceiling-analysis` | Analytical gate only; current inputs and E2E benefit unverified. SSD mechanics excluded. Original transfer-gates extraction history remains positive; missing synthesis novelty UNKNOWN. Raw-paper redistribution permission UNKNOWN. | | FlexGen — [ICML 2023 / PMLR 202:31094–31116](https://proceedings.mlr.press/v202/sheng23a.html), official ten-author edition | Direct scoped public-paper qualification, 2026-10-31; [condition, exact digest and readset](../src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/references/flexgen-offload-feasibility.md), §§3–4.3 and selected Appendix A.3 formulas; Figures 1–3, Algorithm 1, Eq. 1, Tables 2–3 | mined — joint weights/KV/activation placement, resident plus working-storage peaks and offline latency/throughput conditions → `performance-ceiling-analysis` | Source-derived candidate; empirical not_run. Perfect-overlap fitted model, relaxed-placement OOM and unresolved `bls < 20` versus `32 × 8` wording retained; no current runtime, quality or gain qualification. Attributed CC BY 4.0 synthesis; missing-archive novelty UNKNOWN. | | Orca — OSDI 2022 proceedings | [Exact readset](../src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/references/papers-20261015/references/orca-readset.md); §§3–6, Algorithm 1 | mined — iteration eligibility, selective batching, FCFS/reservation → [assess-serving-preemption](../src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md) | Historical engine/harness and normalized-median denominators; not present vLLM behavior or fairness proof | From 0a215de89a7cd9023d022fd5e9f4d943ef5ebf99 Mon Sep 17 00:00:00 2001 From: Dong1017 <55723162+Dong1017@users.noreply.github.com> Date: Tue, 3 Nov 2026 20:17:29 +0900 Subject: [PATCH 5/5] knowledge: regenerate Infera owner coverage and catalog Generate native projections from actual corrected canonical source f8a7e832feab05f8262ebe4057f34e2c8a48fd95. Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com> Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) --- docs/skill-coverage.md | 4 ++-- src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md | 4 ++-- .../ascend/skills/ascend-aclgraph-capture-replay.json | 4 ++-- .../knowledge/ascend/skills/ascend-device-health.json | 4 ++-- .../knowledge/ascend/skills/ascend-distributed-parallel.json | 4 ++-- .../inferrsi/knowledge/ascend/skills/ascend-graph-mode.json | 4 ++-- .../knowledge/ascend/skills/ascend-model-adaptation.json | 4 ++-- .../knowledge/ascend/skills/ascend-operator-profiling.json | 4 ++-- .../knowledge/ascend/skills/ascend-operator-tuning.json | 4 ++-- .../knowledge/ascend/skills/ascend-optimization-casebook.json | 4 ++-- .../knowledge/ascend/skills/ascend-performance-analysis.json | 4 ++-- .../ascend/skills/ascend-video-diffusion-optimization.json | 4 ++-- .../knowledge/ascend/skills/ascendc-tiling-design.json | 4 ++-- .../knowledge/ascend/skills/cann-attribution-overlap.json | 4 ++-- .../inferrsi/knowledge/ascend/skills/torch-npu.json | 4 ++-- .../ascend/skills/torchnpu-device-memory-lifecycle.json | 4 ++-- .../ascend/skills/torchnpu-pinned-host-memory-lifecycle.json | 4 ++-- .../knowledge/common/skills/assess-serving-preemption.json | 4 ++-- .../common/skills/assess-split-backward-schedule.json | 4 ++-- .../knowledge/common/skills/audit-fixed-workload-claim.json | 4 ++-- .../common/skills/audit-h3-metal-fasth3-semantics.json | 4 ++-- .../knowledge/common/skills/audit-h3-runtime-residency.json | 4 ++-- .../knowledge/common/skills/audit-llama-runtime-state.json | 4 ++-- .../common/skills/audit-recurrent-kv-finalization.json | 4 ++-- .../knowledge/common/skills/audit-sd-cpp-residency.json | 4 ++-- .../common/skills/audit-sglang-diffusion-lifetimes.json | 4 ++-- .../knowledge/common/skills/audit-vllm-kv-lifetimes.json | 4 ++-- .../common/skills/bound-windowed-attention-replay.json | 4 ++-- .../common/skills/budget-speculative-verification.json | 4 ++-- .../knowledge/common/skills/calibrate-serving-simulation.json | 4 ++-- .../knowledge/common/skills/cgroup-resource-controls.json | 4 ++-- .../common/skills/checkpoint-recovery-consistency.json | 4 ++-- .../common/skills/choose-parallel-training-plan.json | 4 ++-- .../knowledge/common/skills/cite-check-downstream-pr.json | 4 ++-- .../inferrsi/knowledge/common/skills/claim-contract.json | 4 ++-- .../repo_packs/inferrsi/knowledge/common/skills/comfy-ui.json | 4 ++-- .../inferrsi/knowledge/common/skills/competitor-scan.json | 4 ++-- .../knowledge/common/skills/dcp-async-save-performance.json | 4 ++-- .../knowledge/common/skills/dense-performance-evidence.json | 4 ++-- .../common/skills/diagnose-vllm-admission-pressure.json | 4 ++-- .../knowledge/common/skills/diffusers-invocation-state.json | 4 ++-- .../knowledge/common/skills/draft-acceptance-issue.json | 4 ++-- .../inferrsi/knowledge/common/skills/dwarfstar.json | 4 ++-- .../common/skills/evaluate-elastic-serving-placement.json | 4 ++-- .../knowledge/common/skills/generation-cache-lifecycle.json | 4 ++-- .../knowledge/common/skills/host-memory-management.json | 4 ++-- .../knowledge/common/skills/host-overhead-optimization.json | 4 ++-- .../repo_packs/inferrsi/knowledge/common/skills/husky.json | 4 ++-- .../knowledge/common/skills/inference-benchmark-design.json | 4 ++-- .../common/skills/inference-optimization-casebook.json | 4 ++-- .../knowledge/common/skills/kernel-writing-guide.json | 4 ++-- .../inferrsi/knowledge/common/skills/kv-tier-management.json | 4 ++-- .../common/skills/lazy-evaluation-stream-lifetimes.json | 4 ++-- .../repo_packs/inferrsi/knowledge/common/skills/lily.json | 4 ++-- .../inferrsi/knowledge/common/skills/lithos-metal.json | 4 ++-- .../inferrsi/knowledge/common/skills/local-dream.json | 4 ++-- .../inferrsi/knowledge/common/skills/mistral-rs.json | 4 ++-- .../repo_packs/inferrsi/knowledge/common/skills/mlc-llm.json | 4 ++-- .../inferrsi/knowledge/common/skills/mlx-swift-lm.json | 4 ++-- .../inferrsi/knowledge/common/skills/npu-skill-factory.json | 4 ++-- .../knowledge/common/skills/optimization-search-policy.json | 4 ++-- .../knowledge/common/skills/os-process-placement.json | 4 ++-- .../knowledge/common/skills/performance-ceiling-analysis.json | 4 ++-- .../knowledge/common/skills/plan-activation-residency.json | 4 ++-- .../inferrsi/knowledge/common/skills/project-maya.json | 4 ++-- .../repo_packs/inferrsi/knowledge/common/skills/pytorch.json | 4 ++-- .../common/skills/repository-evolution-analysis.json | 4 ++-- .../inferrsi/knowledge/common/skills/rsi-evidence.json | 4 ++-- .../knowledge/common/skills/skill-evolution-playbook.json | 4 ++-- .../repo_packs/inferrsi/knowledge/common/skills/splash.json | 4 ++-- .../knowledge/common/skills/storage-io-measurement.json | 4 ++-- .../knowledge/common/skills/training-input-pipeline.json | 4 ++-- .../knowledge/common/skills/training-resource-budget.json | 4 ++-- .../knowledge/common/skills/video-diffusion-optimization.json | 4 ++-- .../inferrsi/knowledge/common/skills/vllm-metal.json | 4 ++-- .../knowledge/common/skills/weight-loading-optimization.json | 4 ++-- .../knowledge/cuda/skills/audit-afd-p2p-exchanges.json | 4 ++-- .../knowledge/cuda/skills/audit-flare-session-lifecycle.json | 4 ++-- .../knowledge/cuda/skills/diagnose-attention-bottlenecks.json | 4 ++-- .../knowledge/cuda/skills/host-overhead-profiling.json | 4 ++-- .../inferrsi/knowledge/cuda/skills/reason-hopper-kernels.json | 4 ++-- 81 files changed, 162 insertions(+), 162 deletions(-) diff --git a/docs/skill-coverage.md b/docs/skill-coverage.md index 36249dc25..2ad51a21b 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:b8a668b70121d854ca39a5016d5d7920680435347532149a31484680f9f44ff2` +- Input digest: `sha256:930a3c698dd502804d2bff47cd6c49311e51492d68497d2986110f51bf18ceae` - Regenerate: `python tools/build_skill_coverage.py` - Verify without writing: `python tools/build_skill_coverage.py --check` @@ -126,7 +126,7 @@ optimization is fully covered or that any procedure has measured benefit. | [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 ... | Diagnosing whether LLM serving queue delay justifies token-boundary priority preemption ... | failure_modes, input_contract, produced_artifact, refusal_point
4 advice | 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 ... | Assessing memory-capped split-backward and V-shaped pipeline schedule proposals when a ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | 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 ... | Auditing a performance claim against supplied fixed-workload reports and an explicit ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | N/A: SKILL.md §§ Preserve the observation hierarchy, Check what was actually compared, and Return an auditable conclusion audit supplied measurements and verdicts; device identity is comparison metadata, not a hardware-resource mechanism. | — | candidate · not_run · 0 readset(s) | 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 ... | Building an evidence-gated serving-configuration shortlist when a profiled simulator or ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | 1 Accelerator · Diagnose / Verify | 1 · Systems sources (Vidur — [2405.05465v2](https://arxiv.org/abs/2405.05465v2)) | candidate · not_run · 3 readset(s) | 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 ... | Building an evidence-gated serving-configuration shortlist when a profiled simulator or ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | 1 Accelerator · Diagnose / Verify | 1 · Systems sources (Vidur — [2405.05465v2](https://arxiv.org/abs/2405.05465v2))
1 · Systems sources ([AMD Infera @ ff1136e4](https://github.com/AMD-AGI/Infera/tree/ff1136e ...) | candidate · not_run · 3 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 ... | Assessing distributed checkpoint recovery through DLRover memory agreement, persistence ... | failure_modes, input_contract, produced_artifact, refusal_point
4 advice | 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 ... | Comparing stage, device-mesh and operator-sharding candidates for static distributed ... | failure_modes, input_contract, produced_artifact, refusal_point
3 advice | 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 | | [dense-performance-evidence](../src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md) | common | Taxonomy of performance evidence an optimization agent needs, ordered by collection cost and diagnostic power. Maps ... | Deciding which performance evidence to collect next and which claim each evidence level ... | failure_modes, input_contract, produced_artifact, refusal_point
4 advice | 1 Accelerator · Observe / Profile / Verify
2 RAM/Host · Verify
4 Network · Verify | 1 · Systems sources (NVIDIA/TensorRT-LLM @ f33e0e5fd)
2 · Methodology and corpus references (JiusiServe/vllm-evolve @ 43cc82c)
2 · Methodology and corpus references (microsoft/SkillOpt @ 343db22) | candidate · not_run · 0 readset(s) | — | diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md index ded46e2fc..431d6adfb 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md @@ -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: [fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9](https://github.com/InferMatrixLab/InferRSI/tree/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library). +Source snapshot: [f8a7e832feab05f8262ebe4057f34e2c8a48fd95](https://github.com/InferMatrixLab/InferRSI/tree/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/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 fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9 --check +python tools/build_skill_index.py --source-revision f8a7e832feab05f8262ebe4057f34e2c8a48fd95 --check ``` `--check` detects missing, stale and unexpected generated records without writing. 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 af0843da7..7ca5f452b 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 f46f53238..d88fedbcd 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 0aa3c25dc..ad18c41d4 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 @@ -27,8 +27,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 a91a8b2d1..b6176580b 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 @@ -26,8 +26,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 2ce997c73..95cb0339a 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 bc317de34..0c362841d 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 68ffb3bc6..fe9647d60 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 b6797c174..19be27ac7 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 ad5005534..6d05a6201 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json index b769c968e..f33e2dc69 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json @@ -26,8 +26,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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/metadata.json", 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 1683b3817..cae64927f 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json index c8b12ceb6..ba785075e 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json @@ -24,8 +24,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md", "src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/metadata.json", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torch-npu.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torch-npu.json index e701de791..98b76c35a 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torch-npu.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/torch-npu.json @@ -20,8 +20,8 @@ "sources": [ { "type": "git", - 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"url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/cite-check-downstream-pr/SKILL.md", 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 29bddf609..b3321e092 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 @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - 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"commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/comfy-ui/LICENSE", "src/inferrsi/data/skill_library/repositories/comfy-ui/SKILL.md", 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 965d69104..1561b0968 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 @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/competitor-scan/SKILL.md", 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 b4a1e01b1..e2887c213 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/frameworks/pytorch/dcp-async-save-performance/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 2478babfb..e666f81ae 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/dense-performance-evidence/SKILL.md", "src/inferrsi/data/skill_library/methods/dense-performance-evidence/metadata.json", 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 c9f6839e2..086ba0f4f 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/vllm/diagnose-vllm-admission-pressure/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 a5c44c184..c358eb742 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/frameworks/diffusers/diffusers-invocation-state/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 d2f2b4359..c868cb6e2 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 @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/draft-acceptance-issue/SKILL.md", 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 5ec2b1018..e7c9aeb3c 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/dwarfstar/LICENSE", "src/inferrsi/data/skill_library/repositories/dwarfstar/SKILL.md", 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 e23655a93..c57996aa7 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/evaluate-elastic-serving-placement/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 efdeedbde..64e25b051 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/mlx-lm/generation-cache-lifecycle/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 1e6cb6507..451cb0802 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 @@ -30,8 +30,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/host-memory-management/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/host/host-memory-management/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 59302bac3..70129e211 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/host/host-overhead-optimization/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 8a589139b..ea513c486 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/husky/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/husky/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/husky/SKILL.md", "src/inferrsi/data/skill_library/repositories/husky/metadata.json", 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 fffec2867..2665f1145 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 @@ -35,8 +35,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md", "src/inferrsi/data/skill_library/methods/inference-benchmark-design/metadata.json", 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 3951ae29b..abe794367 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/inference-optimization-casebook/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/inference-optimization-casebook/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json index 632527dac..dce18c772 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/kernel-writing-guide.json @@ -39,8 +39,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/kernel-writing-guide/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/kernel-writing-guide/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/kernel-writing-guide/SKILL.md", "src/inferrsi/data/skill_library/methods/kernel-writing-guide/cases/causal-conv1d-dispatch-state.md", 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 1673bd988..963d1a81f 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/lmcache/kv-tier-management/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 7e9ce3e18..811c7a2c7 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/frameworks/mlx/lazy-evaluation-stream-lifetimes/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 e7de88593..a405e1725 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/lily/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/lily/LICENSE", "src/inferrsi/data/skill_library/repositories/lily/NOTICE.md", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lithos-metal.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lithos-metal.json index 78b6458b6..780463f84 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lithos-metal.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/lithos-metal.json @@ -21,8 +21,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/lithos-metal/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/lithos-metal/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/lithos-metal/LICENSE", "src/inferrsi/data/skill_library/repositories/lithos-metal/SKILL.md", diff --git a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json index 05fa9ccac..3780382c8 100644 --- a/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json +++ b/src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/local-dream.json @@ -29,8 +29,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/local-dream/SKILL.md", "src/inferrsi/data/skill_library/repositories/local-dream/metadata.json", 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 15beadab9..33a014de1 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/mistral-rs/LICENSE", "src/inferrsi/data/skill_library/repositories/mistral-rs/SKILL.md", 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 9baf16e37..6700bf944 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/mlc-llm/LICENSE", "src/inferrsi/data/skill_library/repositories/mlc-llm/SKILL.md", 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 625090e11..6c3baab65 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/LICENSE", "src/inferrsi/data/skill_library/repositories/mlx-swift-lm/SKILL.md", 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 d41479a4e..a935f34eb 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/npu-skill-factory/SKILL.md", 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 494d81496..9c5b70a5f 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/optimization-search-policy/SKILL.md", "src/inferrsi/data/skill_library/methods/optimization-search-policy/cases/sarathi-chunk-budget.json", 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 2972adb9e..47d62c006 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/host/os-process-placement/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 c2f780d71..070901253 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/performance-ceiling-analysis/metadata.json", 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 c6a4e449e..db65524c0 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/plan-activation-residency/SKILL.md", "src/inferrsi/data/skill_library/methods/plan-activation-residency/metadata.json", 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 883969a25..6066fba39 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", - 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"url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/frameworks/pytorch/pytorch/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/frameworks/pytorch/pytorch/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/frameworks/pytorch/pytorch/LICENSE", "src/inferrsi/data/skill_library/frameworks/pytorch/pytorch/SKILL.md", 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 8a8a57383..64acd86f1 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/SKILL.md", "src/inferrsi/data/skill_library/methods/repository-evolution-analysis/metadata.json", 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 50b1eafc0..2015e9115 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 @@ -22,8 +22,8 @@ "sources": [ { "type": "git", - "url": "https://github.com/InferMatrixLab/InferRSI/blob/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/skill-index.json", "src/inferrsi/data/skill_library/workflows/rsi-evidence/SKILL.md", 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 f7b9a20cb..d71d0b860 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/SKILL.md", "src/inferrsi/data/skill_library/methods/skill-evolution-playbook/metadata.json", 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 82e6de628..751e79302 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/repositories/splash/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/repositories/splash/LICENSE", "src/inferrsi/data/skill_library/repositories/splash/SKILL.md", 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 4e2de776b..260b73a71 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/hardware/host/storage-io-measurement/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "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", 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 6f28d4ac6..390dc40d3 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/fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9/src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", - "commit": "fe3891c8db8c0fe38c8d5fd97b287ba19de82cf9", + "url": "https://github.com/InferMatrixLab/InferRSI/blob/f8a7e832feab05f8262ebe4057f34e2c8a48fd95/src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", + "commit": "f8a7e832feab05f8262ebe4057f34e2c8a48fd95", "paths": [ "src/inferrsi/data/skill_library/methods/training-input-pipeline/SKILL.md", "src/inferrsi/data/skill_library/methods/training-input-pipeline/metadata.json", 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 d778bc8b9..68e4d4e0a 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", - 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