aiss-tiling-solver
claudeAISS-TilingSolver：Ascend C 算子 Tiling 参数自动求解工具（MatMul / Vector）。下载安装、构造 JSON 输入、运行求解、结果解读与故障排查。
94 skills
0
claude
pypto-op-orchestrator
PyPTO 算子端到端开发 Team。9 智能体状态机（planner/mathematician/architect/designer/coder/verifier/debugger/optimizer + orchestrator），7 阶段驱动，阶段门禁与 state_transition 状态机，支持断点续跑和失败恢复。
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Plugin pypto-op-orchestrator from marketplace cannbot in catman626/cannbot-skills. Commands read from the repo's manifest — 19 days ago.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
What it installs
Subagents (8)
pypto-op-architectArchitecture designer. Produces DESIGN.md with decomposition decision (module_count), baseline Tile shape, and loop structure. Does NOT perform optimization.
pypto-op-coderKernel coder. Implements EXACTLY ONE impl file per invocation. Writes per-module impls and integrated impl + README. Never writes test files. Never debugs — returns failures to the orchestrator.
pypto-op-debuggerSpecialist investigator for kernel failures. Loads ONE debug sub-skill at a time, localizes the root cause, and returns a concrete patch proposal to the orchestrator. Never writes production code directly — the fix is applied in a later coding step.
pypto-op-designerModule designer. Splits the kernel into semantic modules, defines module contracts, lays out staged files.
pypto-op-mathematicianGolden reference mathematician for PyPTO operator kernels. Produces a PyPTO-friendly {op}_golden.py using PyTorch/NumPy. Invoked by pypto-op-orchestrator.
pypto-op-optimizerStage 7 性能调优执行者。接收 pypto-op-orchestrator 的 stage 参数（S1_SETUP / S2_COLLECT / S3_ANALYZE / S4_FRONTEND / S4_SWIMLANE / S4_INCORE / S5_REPORT），读取 skill pypto-op-perf-tune 对应步骤的指导并严格执行，返回结构化结果供编排者验证。
pypto-op-plannerRequirement planner. Translates the user's kernel request into SPEC.md and API_REPORT.md. Invoked by pypto-op-orchestrator.
pypto-op-verifierJudge-only verifier. Builds per-phase cumulative torch goldens, generates an adversarial test suite and a per-phase direct-mode runner, runs detailed_tensor_compare and layout checks, renders pass/fail verdicts, classifies failure category. Never investigates or fixes.
Hooks (1)
- SessionStart
"${CLAUDE_PLUGIN_ROOT}/hooks/run-hook.cmd" session-start-pypto
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