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drunkcodingdrunkcoding/AgentSkillsArxiv/skills/triton-tutor/SKILL.md

triton-tutor

Skill4 starsChanged 9 months agoNo licenceView on GitHub

Interactive quiz tutor for a Triton StudyVault built by `triton-tutor-setup`. Delivers 4-question rounds with concept-level proficiency tracking (πŸŸ₯/🟨/🟩/🟦/⬜) across 6 Triton topics: Triton basics (`@triton.jit`, masks, `tl.load`/`tl.store`), tiling & autotuning (`triton.autotune`, `num_warps`/`num_stages`), matmul patterns (tiled GEMM, pid swizzling, persistent, split-K, FP8 `tl.dot`), attention & reductions (FlashAttention, online softmax, `tl.associative_scan`), compiler internals (TTIR/TTGIR/LLIR, NVIDIA/AMD backends, WGMMA + TMA lowering), and ecosystem/production (`torch.compile`/Inductor, AOT, `proton`). Use when the user wants to take a diagnostic Triton assessment, drill weak Triton concepts, study a specific Triton topic, review the learning dashboard, or says things like "quiz me on Triton", "drill FlashAttention", "/triton-tutor", "ν€΄μ¦ˆ".

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19 rules. About 0 are common, 11 are distinctive, and 8 are very specific to this project.

  • β‰ˆ0

    Common Β· estimate

    Many files like this have a rule of this kind.

  • β‰ˆ11

    Distinctive Β· estimate

    This author's own choices. Worth a look.

  • 8

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved β€” read it at the source. We count its rules but don't quote them. Read them on GitHub.

β‰ˆ β€œCommon” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. β€œVery specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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