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Merged
Dong1017 merged 1 commit into from
Oct 29, 2026
Merged

docs: settle the workflow sidecar shape and let sidecars supply recommendations #243

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184 changes: 93 additions & 91 deletions docs/skill-coverage.md
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14 changes: 7 additions & 7 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md
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Expand Up @@ -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: [26743abcfae48cd6223bd757e74f193d97e3e5a7](https://github.com/InferMatrixLab/InferRSI/tree/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library).
Source snapshot: [e736be55bf2927f5cbd0408682baa65f4f6fb7e8](https://github.com/InferMatrixLab/InferRSI/tree/e736be55bf2927f5cbd0408682baa65f4f6fb7e8/src/inferrsi/data/skill_library).

```bash
inferrsi knowledge search 'profiling' --repo-type inferrsi --limit 50
Expand All @@ -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 <committed-source-revision>
python tools/build_skill_index.py --source-revision 26743abcfae48cd6223bd757e74f193d97e3e5a7 --check
python tools/build_skill_index.py --source-revision e736be55bf2927f5cbd0408682baa65f4f6fb7e8 --check
```

`--check` detects missing, stale and unexpected generated records without writing.
Expand Down Expand Up @@ -67,16 +67,16 @@ References and cases ship with their owning skill, not as duplicate knowledge ab
| [cgroup-resource-controls](common/skills/cgroup-resource-controls.json) | common | candidate |
| [checkpoint-recovery-consistency](common/skills/checkpoint-recovery-consistency.json) | common | candidate |
| [choose-parallel-training-plan](common/skills/choose-parallel-training-plan.json) | common | candidate |
| [cite-check-downstream-pr](common/skills/cite-check-downstream-pr.json) | common | unspecified |
| [claim-contract](common/skills/claim-contract.json) | common | unspecified |
| [cite-check-downstream-pr](common/skills/cite-check-downstream-pr.json) | common | candidate |
| [claim-contract](common/skills/claim-contract.json) | common | candidate |
| [comfy-ui](common/skills/comfy-ui.json) | common | candidate |
| [competitor-scan](common/skills/competitor-scan.json) | common | unspecified |
| [competitor-scan](common/skills/competitor-scan.json) | common | candidate |
| [dcp-async-save-performance](common/skills/dcp-async-save-performance.json) | common | candidate |
| [dense-performance-evidence](common/skills/dense-performance-evidence.json) | common | candidate |
| [diagnose-attention-bottlenecks](cuda/skills/diagnose-attention-bottlenecks.json) | cuda | candidate |
| [diagnose-vllm-admission-pressure](common/skills/diagnose-vllm-admission-pressure.json) | common | candidate |
| [diffusers-invocation-state](common/skills/diffusers-invocation-state.json) | common | candidate |
| [draft-acceptance-issue](common/skills/draft-acceptance-issue.json) | common | unspecified |
| [draft-acceptance-issue](common/skills/draft-acceptance-issue.json) | common | candidate |
| [dwarfstar](common/skills/dwarfstar.json) | common | candidate |
| [evaluate-elastic-serving-placement](common/skills/evaluate-elastic-serving-placement.json) | common | candidate |
| [generation-cache-lifecycle](common/skills/generation-cache-lifecycle.json) | common | candidate |
Expand All @@ -103,7 +103,7 @@ References and cases ship with their owning skill, not as duplicate knowledge ab
| [project-maya](common/skills/project-maya.json) | common | candidate |
| [reason-hopper-kernels](cuda/skills/reason-hopper-kernels.json) | cuda | candidate |
| [repository-evolution-analysis](common/skills/repository-evolution-analysis.json) | common | candidate |
| [rsi-evidence](common/skills/rsi-evidence.json) | common | unspecified |
| [rsi-evidence](common/skills/rsi-evidence.json) | common | candidate |
| [skill-evolution-playbook](common/skills/skill-evolution-playbook.json) | common | candidate |
| [splash](common/skills/splash.json) | common | candidate |
| [storage-io-measurement](common/skills/storage-io-measurement.json) | common | candidate |
Expand Down
4 changes: 2 additions & 2 deletions ...rrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-aclgraph-capture-replay.json
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Expand Up @@ -21,8 +21,8 @@
"sources": [
{
"type": "git",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md",
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"src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/metadata.json",
Expand Down
4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-device-health.json
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Expand Up @@ -23,8 +23,8 @@
"sources": [
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"src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/metadata.json",
Expand Down
4 changes: 2 additions & 2 deletions ...nferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-distributed-parallel.json
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Expand Up @@ -24,8 +24,8 @@
"sources": [
{
"type": "git",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md",
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Expand Down
4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-graph-mode.json
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Expand Up @@ -22,8 +22,8 @@
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"url": "https://github.com/InferMatrixLab/InferRSI/blob/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md",
"commit": "26743abcfae48cd6223bd757e74f193d97e3e5a7",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/e736be55bf2927f5cbd0408682baa65f4f6fb7e8/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md",
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"src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/metadata.json",
Expand Down
4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-model-adaptation.json
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Expand Up @@ -22,8 +22,8 @@
"sources": [
{
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"url": "https://github.com/InferMatrixLab/InferRSI/blob/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md",
"commit": "26743abcfae48cd6223bd757e74f193d97e3e5a7",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/e736be55bf2927f5cbd0408682baa65f4f6fb7e8/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md",
"commit": "e736be55bf2927f5cbd0408682baa65f4f6fb7e8",
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"src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/metadata.json",
Expand Down
4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-profiling.json
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Expand Up @@ -23,8 +23,8 @@
"sources": [
{
"type": "git",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md",
"commit": "26743abcfae48cd6223bd757e74f193d97e3e5a7",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/e736be55bf2927f5cbd0408682baa65f4f6fb7e8/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md",
"commit": "e736be55bf2927f5cbd0408682baa65f4f6fb7e8",
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"src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/metadata.json",
Expand Down
4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-operator-tuning.json
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Expand Up @@ -24,8 +24,8 @@
"sources": [
{
"type": "git",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md",
"commit": "26743abcfae48cd6223bd757e74f193d97e3e5a7",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/e736be55bf2927f5cbd0408682baa65f4f6fb7e8/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md",
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"src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md",
"src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/metadata.json",
Expand Down
4 changes: 2 additions & 2 deletions ...ferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-optimization-casebook.json
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Expand Up @@ -22,8 +22,8 @@
"sources": [
{
"type": "git",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md",
"commit": "26743abcfae48cd6223bd757e74f193d97e3e5a7",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/e736be55bf2927f5cbd0408682baa65f4f6fb7e8/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md",
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"src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md",
"src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/metadata.json",
Expand Down
4 changes: 2 additions & 2 deletions ...nferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-performance-analysis.json
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Expand Up @@ -22,8 +22,8 @@
"sources": [
{
"type": "git",
"url": "https://github.com/InferMatrixLab/InferRSI/blob/26743abcfae48cd6223bd757e74f193d97e3e5a7/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md",
"commit": "26743abcfae48cd6223bd757e74f193d97e3e5a7",
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"commit": "e736be55bf2927f5cbd0408682baa65f4f6fb7e8",
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"src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/metadata.json",
Expand Down
4 changes: 2 additions & 2 deletions ...data/repo_packs/inferrsi/knowledge/ascend/skills/ascend-video-diffusion-optimization.json
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Expand Up @@ -26,8 +26,8 @@
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Expand Down
4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/ascendc-tiling-design.json
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Expand Up @@ -24,8 +24,8 @@
"sources": [
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4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/ascend/skills/cann-attribution-overlap.json
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Expand Up @@ -24,8 +24,8 @@
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4 changes: 2 additions & 2 deletions ...si/data/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-device-memory-lifecycle.json
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Expand Up @@ -22,8 +22,8 @@
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4 changes: 2 additions & 2 deletions ...ta/repo_packs/inferrsi/knowledge/ascend/skills/torchnpu-pinned-host-memory-lifecycle.json
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Expand Up @@ -22,8 +22,8 @@
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4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-serving-preemption.json
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Expand Up @@ -16,8 +16,8 @@
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4 changes: 2 additions & 2 deletions ...rrsi/data/repo_packs/inferrsi/knowledge/common/skills/assess-split-backward-schedule.json
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4 changes: 2 additions & 2 deletions ...inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-fixed-workload-claim.json
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4 changes: 2 additions & 2 deletions ...rsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-metal-fasth3-semantics.json
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4 changes: 2 additions & 2 deletions ...inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-h3-runtime-residency.json
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4 changes: 2 additions & 2 deletions src/inferrsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-llama-runtime-state.json
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4 changes: 2 additions & 2 deletions ...rsi/data/repo_packs/inferrsi/knowledge/common/skills/audit-recurrent-kv-finalization.json
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