docs: describe conditions and advice for 29 repository and framework skills

.github/workflows/ci-ready.yml

@@ -107,7 +107,7 @@ jobs:
         run: |
           env -i PATH=/usr/bin:/bin LANG=C.UTF-8 PYTHONPATH=src \
             /usr/bin/python3 -m tools.qualify_kv_edit_actor \
-            --plan evidence/kv-actor-qualification-20261030/plan/qualification-plan.json \
+            --plan evidence/kv-actor-qualification-20261031/plan/qualification-plan.json \
             --revision "$GITHUB_SHA" --output "$RUNNER_TEMP/kv-actor-qualification"
       - name: Retain separate scripted actor receipt including failures
         if: always()

evidence/kv-actor-qualification-20261031/README.md

@@ -0,0 +1,27 @@
+# Scripted KV actor qualification for the updated K payload
+
+This prospective software-control plan qualifies the complete K owner at
+`a04c599c49465b67ea40a1f0de622706ab3da955`. Batch 4 added source-supported
+applicability and recommendations to `metadata.json`; the procedure and source
+notes retain their previous bytes. Metadata is part of the actor's exposed
+knowledge, so this is a new payload identity even though its evidence and
+candidate maturity did not change.
+
+The [2026-10-30 plan](../kv-actor-qualification-20261030/plan/qualification-plan.json),
+its integrity manifest and retained receipts remain unchanged. They describe
+the earlier K bytes and cannot qualify this payload by inheritance. This plan
+retains the same complete three-file owner, task-plan digest, 1,800-lease
+workload, limits, scripted arms and qualification requirements. The existing
+qualifier still rejects changed bytes, expanded exposure and unavailable
+isolation; no production qualifier logic is changed.
+
+Ready must produce a fresh receipt and raw archive for the exact clean submitted
+revision, this plan and its actual A2/A3 exposure. Until that run completes,
+qualification remains not_run/INCONCLUSIVE. Existing tests and earlier receipts
+are not a hosted result for this version.
+
+This plan makes zero provider calls and changes no live authorization, actor
+manifest, charge identity, reservation or ledger. A future live plan must still
+match its separately authorized exposure and hosted qualification exactly.
+Scripted software qualification supplies no knowledge-efficacy, model-quality
+or production-performance result.

evidence/kv-actor-qualification-20261031/patch/README.md

@@ -0,0 +1,7 @@
+# Payload change
+
+The complete K owner retains its procedure and source notes. Its metadata adds
+source-supported applicability and owner advice at the plan's knowledge revision.
+The current Ready job and software tests select this new prospective plan.
+The earlier qualification bundle and all production qualifier, task-verifier,
+live-authorization and reservation logic remain unchanged.

evidence/kv-actor-qualification-20261031/plan/integrity.json

@@ -0,0 +1,7 @@
+{
+  "README.md": "4d2d85cc4afa8d44809d01fa34b2c7af588e0c819a5d435466aa79915231d93b",
+  "patch/README.md": "eca4ad73b58e1d924042f34ced0aabc858a04012f47145c164bb5031a91e02e8",
+  "plan/qualification-plan.json": "b21e414dcefbbb221607c0ddb9e90d943f40ad0266bfbf271818dc2e5601bd95",
+  "results/README.md": "8b2137b0cddb25c5aa8c33d107b6c288e2bf887e82c7ea9090891c2c2d1c0d39",
+  "validator/README.md": "9c635cd59e6707a5b34ebbc47d47a755d78ab8b9228d60813630a147f1263f17"
+}

evidence/kv-actor-qualification-20261031/plan/qualification-plan.json

@@ -0,0 +1,42 @@
+{
+  "schema": "kv-actor-model-free-qualification-v1",
+  "scope": "Scripted actor/workbench/isolation qualification only; zero real model calls; no K efficacy result",
+  "accepted_scope": "https://github.com/InferMatrixLab/InferRSI/issues/248#issuecomment-6526000390",
+  "base_revision": "57bc805db9bb56995e2ae988830e1c52a14f85d3",
+  "task_plan_sha256": "60cc479686aa2ba3772f627cc5179a3c0dc6d215c0fdeb57547fd58dc30859ed",
+  "knowledge_revision": "a04c599c49465b67ea40a1f0de622706ab3da955",
+  "knowledge_root": "src/inferrsi/data/skill_library/repositories/vllm/audit-vllm-kv-lifetimes",
+  "knowledge_files_sha256": {
+    "SKILL.md": "4c3f27459df239f9f4fc971c559d4c9ddfbfebd70507a8a93be8eae59a30b69d",
+    "metadata.json": "8ded6e60c562131616dc8cdcf0d7efc04aef1884885da0b30fb16f42d7433b7c",
+    "references/source-notes.md": "3665b034594fc8cc767c408002f4e16f8803369242405027c7f37ce6c9ecebe9"
+  },
+  "qualification_max_seconds": 480,
+  "descendant_probe_seconds": 2,
+  "visible_workload_count": 1800,
+  "visible_min_improvement_pct": 0,
+  "actor_limits": {
+    "max_source_bytes": 65536,
+    "max_feedback_bytes": 8192,
+    "max_writes": 8,
+    "max_checks": 8,
+    "max_benchmarks": 4,
+    "benchmark_repetitions": 2,
+    "max_seconds": 600
+  },
+  "client": {
+    "kind": "anthropic-messages-edit-check-v1",
+    "provider": "yibuapi",
+    "endpoint": "https://yibuapi.com/v1/messages",
+    "api_version": "2023-06-01",
+    "max_requests": 8,
+    "max_output_tokens": 4096,
+    "max_request_bytes": 262144,
+    "max_read_bytes": 65536,
+    "max_tool_calls": 32
+  },
+  "model": "claude-opus-5-5",
+  "input_token_ceiling": 1000000,
+  "retry_policy": "No automatic rerun; retain every qualification attempt separately",
+  "paid_execution": "Absent. Scripted response fixtures are not provider evidence or spending authority."
+}

evidence/kv-actor-qualification-20261031/results/README.md

@@ -0,0 +1,6 @@
+# Results
+
+No hosted result for this prospective payload version is committed here. Ready
+retains exact-head qualification receipts and privacy-redacted raw archives as
+separate run/attempt artifacts, including failures. Earlier payload receipts and
+local unit tests do not qualify this version or establish knowledge efficacy.

evidence/kv-actor-qualification-20261031/validator/README.md

@@ -0,0 +1,16 @@
+# Unchanged software qualification contract
+
+The existing `tools/qualify_kv_edit_actor.py` validates the complete regular-file
+K owner and every pinned file digest. It reuses the independently frozen task
+plan, verifier and benchmark-output supplement under
+`evidence/kv-reclamation-20261030/` without changing their bytes or gates.
+
+A fresh hosted receipt must bind the exact clean revision, dependency closure,
+new plan digest, complete A2/A3 exposure and common actor contracts. It must
+retain both edit/check/measurement revisions, immutable final grading, runtime
+isolation and descendant cleanup. Timing gains are not software-control gates;
+unavailable requirements remain INCONCLUSIVE.
+
+The current plan is not an update to any live actor or paid execution approval.
+Live admission still requires its separately frozen manifests, matching hosted
+exposure, explicit authorization and existing reservation checks.

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: [fb4171e87b4c78d4d62c927f297374ed917949f5](https://github.com/InferMatrixLab/InferRSI/tree/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library).
+Source snapshot: [1bada78556d695a01cf2bc3b0c117f65855cc177](https://github.com/InferMatrixLab/InferRSI/tree/1bada78556d695a01cf2bc3b0c117f65855cc177/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 <committed-source-revision>
-python tools/build_skill_index.py --source-revision fb4171e87b4c78d4d62c927f297374ed917949f5 --check
+python tools/build_skill_index.py --source-revision 1bada78556d695a01cf2bc3b0c117f65855cc177 --check
 ```
 
 `--check` detects missing, stale and unexpected generated records without writing.

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-aclgraph-capture-replay/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-device-health/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-distributed-parallel/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-graph-mode/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-model-adaptation/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-profiling/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-operator-tuning/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-optimization-casebook/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-performance-analysis/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascend-video-diffusion-optimization/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/ascendc-tiling-design/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/cann-attribution-overlap/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/frameworks/torch-npu/torch-npu/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/frameworks/torch-npu/torch-npu/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-device-memory-lifecycle/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/hardware/ascend/torchnpu-pinned-host-memory-lifecycle/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "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",

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/fb4171e87b4c78d4d62c927f297374ed917949f5/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md",
-      "commit": "fb4171e87b4c78d4d62c927f297374ed917949f5",
+      "url": "https://github.com/InferMatrixLab/InferRSI/blob/1bada78556d695a01cf2bc3b0c117f65855cc177/src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md",
+      "commit": "1bada78556d695a01cf2bc3b0c117f65855cc177",
       "paths": [
         "src/inferrsi/data/skill_library/methods/assess-serving-preemption/SKILL.md",
         "src/inferrsi/data/skill_library/methods/assess-serving-preemption/metadata.json",