git:20260908.b45d86b to git:20260910.55adacd
6 added, 13 removed. Audit C to A.
- <!-- Generated Claude Code shim from .agents/skills/ascend-triton-kernel-optimization/SKILL.md. Do not edit. -->
---
- name: ascend-triton-kernel-optimization
- description: Profile and iteratively optimize a correctness-passed Ascend Triton kernel with explicit NPU baselines, per-shape measurements, UB live-set and physical-core reasoning, MTE/Vector/Scalar bottleneck attribution, one-hypothesis rounds, noise-aware KEEP/DISCARD decisions, and Run Manifest evidence. Use for single-kernel latency or throughput improvement after all planned correctness cases pass. Do not use to create or migrate the first correct kernel, bypass failed validation, assess whole-model serving regressions, attribute model HBM, or diagnose a non-Triton operator.
+ name: "ascend-triton-kernel-optimization"
+ description: "Profile and iteratively optimize a correctness-passed Ascend Triton kernel with explicit NPU baselines, per-shape measurements, UB live-set and physical-core reasoning, MTE/Vector/Scalar bottleneck attribution, one-hypothesis rounds, noise-aware KEEP/DISCARD decisions, and Run Manifest evidence. Use for single-kernel latency or throughput improvement after all planned correctness cases pass. Do not use to create or migrate the first correct kernel, bypass failed validation, assess whole-model serving regressions, attribute model HBM, or diagnose a non-Triton operator."
---
- # Ascend Triton Kernel Optimization
-
- Canonical skill source:
-
- `.agents/skills/ascend-triton-kernel-optimization/SKILL.md`
+ <!-- Generated from .agents/skills/ascend-triton-kernel-optimization/SKILL.md. Do not edit. -->
- Before using this skill:
+ # Ascend Triton Kernel Optimization
- 1. Read the canonical skill file above.
- 2. Follow its routing rules, entrypoints, guardrails, and acceptance criteria.
- 3. Use the remote-dev companion tools (`remote_*` MCP tools; CLI fallback `remote-dev <hyphen-tool> ...` or `uv run remote-dev <hyphen-tool> ...`) for ordinary remote endpoint read/edit/bash/search/patch work.
- 4. Use this Claude project skill only for the domain workflow described by the canonical source.
+ Read `.agents/skills/ascend-triton-kernel-optimization/SKILL.md` and only the references needed
+ for the current task. The canonical skill owns the workflow.