tongminglaic/ako4x · templates/skills/triton/SKILL.md

triton skillA

triton is agent-read markdown (skill) from tongminglaic/ako4x: 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..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add tongminglaic/ako4x/triton@git:20260531.0fd4b5f
Exact content
mdr add tongminglaic/ako4x/triton@sha256:0f1008eb8bf4dc5a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_eo7sojue6wvdmcpz.svg)](https://markdownregistry.com/a/art_eo7sojue6wvdmcpz)

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Versions

versioncommittedcommitsizeaudit
git:20260531.0fd4b5f latest2026-05-31 0fd4b5f 1,139 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1139 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

tongminglaic/ako4x · 74 stars · license MIT · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eo7sojue6wvdmcpz
GET https://markdownregistry.com/api/v1/resolve?ref=tongminglaic/ako4x/triton
GET https://markdownregistry.com/api/v1/blob/0f1008eb8bf4dc5ad6df3fa5b501307585f6884dee909e61598caaccc487bb02

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.