hw-native-sys/simpler · .claude/skills/dfx-analyze/SKILL.md

dfx-analyze skillA

dfx-analyze is agent-read markdown (skill) from hw-native-sys/simpler: Analyze an onboard run's performance/scheduling/dependency/dump data using simpler's BUILT-IN DFX tools (simpler_setup.tools.*) instead of hand-rolling instrumentation. Use AFTER an onboard run when you need per-run device timing (Total/Orch/Sched), AICPU scheduler-overhead / Tail-OH breakdown, the task dependency graph, scope ring-fill peaks, or to inspect args dumps. These are simpler's own tools (shipped in the wheel), distinct from any cross-repo workload. Reach for this before writing custo.

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/dfx-analyze@git:20260804.b3bf3e7
Exact content
mdr add hw-native-sys/simpler/dfx-analyze@sha256:7002f571fcc5e57b

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_gptafamxwgzpyamu.svg)](https://markdownregistry.com/a/art_gptafamxwgzpyamu)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260804.b3bf3e7 latest2026-08-04 b3bf3e7 3,465 BA view · diff
git:20260727.92007b72026-07-27 92007b7 3,459 BA view · diff
git:20260713.1b67a552026-07-13 1b67a55 3,459 BA view · diff
git:20260709.ff9c85e2026-07-09 ff9c85e 3,468 BA view · diff
git:20260629.b6091ee2026-06-29 b6091ee 3,459 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 (3465 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_gptafamxwgzpyamu
GET https://markdownregistry.com/api/v1/resolve?ref=hw-native-sys/simpler/dfx-analyze
GET https://markdownregistry.com/api/v1/blob/7002f571fcc5e57bfeb2ac0d8ee3b159d9bd42f11ca100caff38dc98d8dac867

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