dfx-analyze SKILL.md skillA
dfx-analyze from hw-native-sys/simpler is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hw-native-sys/simpler/dfx-analyze@git:20260804.b3bf3e7Pins git:20260804.b3bf3e7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hw-native-sys/simpler
- Path
.claude/skills/dfx-analyze/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260804.b3bf3e7, committed Aug 4, 2026
- First version recorded
- Jun 29, 2026
- Size
- 3,465 bytes
- Repository stars
- 45
- License
- a license file GitHub does not identify
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…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Analyze DFX data (simpler's own tools) simpler already ships end-user analysis CLIs under `simpler_setup.tools` — **use them; do not re-invent timing/instrumentation in the runtime.** Canonical reference (tool flags, examples, output paths): `simpler_setup/tools/README.md`. Per-DFX docs: `docs/dfx/` (`l2-timing.md`, `sched-overhead-model.md`, `chip-swimlane-profiling.md`, `scope-stats.md`, `dep-gen.md`, `args-dump.md`). ## Pick the tool by question | You want… | Tool | Needs | | --------- | ---- | ----- | | Per-run **Host / Device / Effective / Orch / Sched** timing | `strace_timing --rounds-table` | nothing extra — `[STRACE]` markers are on stderr (`SIMPLER_HOST_STRACE`, compile-time default on, **NOT** gated by swimlane) | | AICPU **scheduler overhead / Tail-OH / critical-path** breakdown | `sched_overhead_analysis` | a `--enable-chip-swimlane` (level≥3) run + `--enable-dep-gen` run | | Swimlane → **Perfetto** Chrome trace | `swimlane_converter` | `--enable-chip-swimlane` run (`--overhead` track needs deps.json too) | | Task **dependency graph** (text / HTML) | `deps_viewer` | `--enable-dep-gen` run → `deps.json` | …
Read the whole file at its exact version.
How to install
mdr add hw-native-sys/simpler/dfx-analyze@sha256:7002f571fcc5e57bThe line at the top of this page pins the label git:20260804.b3bf3e7, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_gptafamxwgzpyamu)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 29, 2026 and Aug 4, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260804.b3bf3e7 latest | 2026-08-04 | b3bf3e7 | 3,465 B | A | view · diff |
| git:20260727.92007b7 | 2026-07-27 | 92007b7 | 3,459 B | A | view · diff |
| git:20260713.1b67a55 | 2026-07-13 | 1b67a55 | 3,459 B | A | view · diff |
| git:20260709.ff9c85e | 2026-07-09 | ff9c85e | 3,468 B | A | view · diff |
| git:20260629.b6091ee | 2026-06-29 | b6091ee | 3,459 B | A | view |
Audit of the latest version
- 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
hw-native-sys/simpler · 45 stars · license a license file GitHub does not identify · pushed 2026-11-01 · 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
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.