tongminglaic/ako4x/triton

Claude Code and agent skill by tongminglaic/ako4x

Trust tier 3
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Checking that the SKILL.md file is still in the repository.

Triton DSL reference for kernel writers — num_warps/num_stages choice, the small-N fp8 MMA-throughput regression, split-K reduce tile form, deterministic tl.join/permute concat (tl.cat is not order-stable), autotune + .triton_cache pitfalls, and the Triton PDL binding. Use whenever writing or tuning a Triton kernel; first stop before guessing tile shapes or pipeline depth.

Install

npx vskill@latest install tongminglaic/ako4x/triton

SKILL.md

Triton

Reference for Triton-specific kernel decisions. Detailed guide: triton.md.

When to consult

  • Choosing num_warps / num_stages for a new kernel.
  • Diagnosing TRITON_PRINT_AUTOTUNING=1 config-specific failures.
  • Picking MMA tile shape for the GPU SM target.
  • Wiring gdc_launch_dependents() / gdc_wait() for PDL kernel→kernel overlap.

COUPLED references

None directly to runtime — Triton compilation happens inside the kernel itself; the runtime SKILLs (bench / profiler / sanitizer) consume the result. Per-operator Triton wins live under docs/prior/ (when your operator has a prior archive) — grep variant headers there for Triton-specific recipes that already worked on this operator.

Security

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  • Model reviewPassed

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Source

Popularity

Repository stars
74
Repository forks
13
7-day trend score
22

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