CLAUDE.mdA

CLAUDE.md from hw-native-sys/simpler is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.

Install it, pinned
mdr add hw-native-sys/simpler/CLAUDE.md@git:20261025.dff65e8

Pins git:20261025.dff65e8 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
CLAUDE.md file
Repository
hw-native-sys/simpler
Path
CLAUDE.md
Versions recorded
9
Latest version
git:20261025.dff65e8, committed Oct 25, 2026
First version recorded
Apr 9, 2026
Size
3,776 bytes
Repository stars
46
License
a license file GitHub does not identify

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

# Developer Guidelines

See [docs/developer-guide.md](docs/developer-guide.md) for full directory structure, compilation pipeline, and conventions.

## Directory Ownership

| Role | Working directory |
| ---- | ----------------- |
| Platform Developer | `src/{arch}/platform/` |
| Runtime Developer | `src/{arch}/runtime/` |
| Codegen Developer | `examples/` |

## Common Commands

See [docs/testing.md](docs/testing.md) for the full testing guide (st, pyut, cpput) and [docs/ci.md](docs/ci.md) for CI pipeline details.

### Python environment

This repo requires `pip install .` to run. **Always use a project-local venv created with `--system-site-packages`** — never install into the user/global site. Applies equally to git worktrees (create `.venv` inside the worktree). See [.claude/rules/venv-isolation.md](.claude/rules/venv-isolation.md).

```bash
python3 -m venv --system-site-packages .venv
source .venv/bin/activate
pip install .
```

### Format C++ code

```bash
clang-format -i <file>
```

## Important Rules
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hw-native-sys/simpler/CLAUDE.md@sha256:068e0fae67792ebb

The line at the top of this page pins the label git:20261025.dff65e8, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_u5w4nf4e4kds2kve.svg)](https://markdownregistry.com/a/art_u5w4nf4e4kds2kve)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Apr 9, 2026 and Oct 25, 2026, about one every 25 days.

versioncommittedcommitsizeaudit
git:20261025.dff65e8 latest2026-10-25 dff65e8 3,776 BA view · diff
git:20261024.d78561c2026-10-24 d78561c 3,634 BA view · diff
git:20261024.9c04d9d2026-10-24 9c04d9d 3,304 BA view · diff
git:20261024.d4c94a62026-10-24 d4c94a6 2,515 BA view · diff
git:20260730.f260e7d2026-07-30 f260e7d 2,258 BA view · diff
git:20260709.77abb152026-07-09 77abb15 2,197 BA view · diff
git:20260609.afb5c5a2026-06-09 afb5c5a 1,889 BA view · diff
git:20260421.39ec2092026-04-21 39ec209 1,834 BA view · diff
git:20260409.d62341b2026-04-09 d62341b 1,738 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (3776 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 · 46 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_u5w4nf4e4kds2kve
GET https://markdownregistry.com/api/v1/resolve?ref=hw-native-sys/simpler/CLAUDE.md
GET https://markdownregistry.com/api/v1/blob/068e0fae67792ebb03df10d13dad11e39aa3ca205b5d00763c184162a0a4c424

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: what a CLAUDE.md file is · keeping AGENTS.md and CLAUDE.md in sync · which agent file does what.

More from hw-native-sys/simpler

benchmark SKILL.md skill
hw-native-sys/simpler · .claude/skills/benchmark/SKILL.md · Benchmark runtime performance on hardware. If the current branch has commits ahead of upstream/main or uncommitted…
git:20260827.39b5692 · audit A · 46 stars
checkout-pr SKILL.md skill
hw-native-sys/simpler · .claude/skills/checkout-pr/SKILL.md · Add a remote for a given PR's head repository and checkout a local pr-xxx-work branch. Use when the user wants to work…
git:20260413.9d5a7d0 · audit A · 46 stars
clean-branches SKILL.md skill
hw-native-sys/simpler · .claude/skills/clean-branches/SKILL.md · Remove stale local and remote git branches that have been merged into main. Detects regular merges and squash merges…
git:20260314.037758e · audit A · 46 stars
core-swimlane SKILL.md skill
hw-native-sys/simpler · .claude/skills/core-swimlane/SKILL.md · Produce a Core swimlane (the L0/intra-core AICore pipeline) for one task — a single kernel or a mix — via the…
git:20260806.aead67c · audit A · 46 stars
create-issue SKILL.md skill
hw-native-sys/simpler · .claude/skills/create-issue/SKILL.md · Create a GitHub issue following the project's issue templates. Classifies the issue type, fills required fields per…
git:20260827.39b5692 · audit A · 46 stars
develop-task SKILL.md skill
hw-native-sys/simpler · .claude/skills/develop-task/SKILL.md · Plan and deliver a complete simpler task with design alignment, an internal dependency graph, parallel agents, reviewed…
git:20261024.9c04d9d · audit A · 46 stars
dfx-analyze SKILL.md skill
hw-native-sys/simpler · .claude/skills/dfx-analyze/SKILL.md · Analyze an onboard run's performance/scheduling/dependency/dump data using simpler's BUILT-IN DFX tools…
git:20260804.b3bf3e7 · audit A · 46 stars
fix-issue SKILL.md skill
hw-native-sys/simpler · .claude/skills/fix-issue/SKILL.md · Implement a GitHub Issue as its assignee or delegated contributor, selecting direct repair or develop-task planning and…
git:20261024.9c04d9d · audit A · 46 stars
fix-pr SKILL.md skill
hw-native-sys/simpler · .claude/skills/fix-pr/SKILL.md · Fix GitHub PR issues — address all PR feedback (inline review threads, review summary bodies, and conversation…
git:20261024.9c04d9d · audit A · 46 stars
git-commit SKILL.md skill
hw-native-sys/simpler · .claude/skills/git-commit/SKILL.md · Complete git commit workflow including pre-commit review, staging, message generation, and verification. Use when…
git:20260724.6284040 · audit A · 46 stars
github-pr SKILL.md skill
hw-native-sys/simpler · .claude/skills/github-pr/SKILL.md · Create or update a GitHub pull request after committing, rebasing, and pushing changes. Use when the user asks to…
git:20261024.9c04d9d · audit A · 46 stars
hbg-bind-phases SKILL.md skill
hw-native-sys/simpler · .claude/skills/hbg-bind-phases/SKILL.md · Measure host_build_graph's `bind` phases — the host-side stage between "caller data in place" and "device can start"…
git:20260928.c5f3ba1 · audit A · 46 stars

Every file in hw-native-sys/simpler

Other files named CLAUDE.md

CLAUDE.md CLAUDE.md file
affaan-m/ecc · CLAUDE.md
git:20261020.9471ef4 · audit A · 299,696 stars
CLAUDE.md CLAUDE.md file
firecrawl/firecrawl · CLAUDE.md
git:20261008.5a75dca · audit A · 199,595 stars
CLAUDE.md CLAUDE.md file
garrytan/gstack · CLAUDE.md
git:20261107.ef99eb5 · audit A · 140,694 stars
CLAUDE.md CLAUDE.md file
juliusbrussee/caveman · CLAUDE.md
git:20261106.af560e1 · audit B · 118,366 stars
CLAUDE.md CLAUDE.md file
addyosmani/agent-skills · CLAUDE.md
git:20260720.8fd2081 · audit A · 113,383 stars
CLAUDE.md CLAUDE.md file
nexu-io/open-design · CLAUDE.md
git:20260430.9b57c22 · audit B · 106,541 stars
CLAUDE.md CLAUDE.md file
pbakaus/impeccable · CLAUDE.md
git:20261105.71dfd50 · audit A · 106,186 stars
CLAUDE.md CLAUDE.md file
debpalash/voicestudio · CLAUDE.md
git:20261104.c2998f6 · audit A · 102,675 stars

Browse by kind, by grade A, or by owner.