hw-native-sys/simpler · .claude/skills/core-swimlane/SKILL.md

core-swimlane skillA

core-swimlane is agent-read markdown (skill) from hw-native-sys/simpler: Produce a Core swimlane (the L0/intra-core AICore pipeline) for one task — a single kernel or a mix — via the dump-driven `simpler_setup.tools.core_swimlane` tool. Use when the user asks to "run/produce a core swimlane", "trace a task's intra-core pipeline", profile why one AICore task is slow inside the core(s), or needs help choosing the tool's manual flags (`--func-id`, `--restore-arg`, `--set-arg`, `--spmd-block-num`, `--case`). The tool captures real per-task args from an args dump and auto.

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 hw-native-sys/simpler/core-swimlane@git:20260806.aead67c
Exact content
mdr add hw-native-sys/simpler/core-swimlane@sha256:8a0753bd50c84473

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_znbz5blo53iiwyop.svg)](https://markdownregistry.com/a/art_znbz5blo53iiwyop)

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Versions

versioncommittedcommitsizeaudit
git:20260806.aead67c latest2026-08-06 aead67c 11,725 BA view · diff
git:20260804.b3bf3e72026-08-04 b3bf3e7 7,327 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 (11725 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

hw-native-sys/simpler · 36 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_znbz5blo53iiwyop
GET https://markdownregistry.com/api/v1/resolve?ref=hw-native-sys/simpler/core-swimlane
GET https://markdownregistry.com/api/v1/blob/8a0753bd50c844733617cb6c8c51390cd047afbfb144276bd8f2abd2a4cf08c0

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