CLAUDE.mdA

CLAUDE.md from zystem-io/zymtrace-skills is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.

Install it, pinned
mdr add zystem-io/zymtrace-skills/CLAUDE.md@git:20261027.157b468

Pins git:20261027.157b468 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
CLAUDE.md file
Repository
zystem-io/zymtrace-skills
Path
CLAUDE.md
Versions recorded
5
Latest version
git:20261027.157b468, committed Oct 27, 2026
First version recorded
Jun 3, 2026
Size
8,588 bytes
Repository stars
6
License
Apache-2.0

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

# zymtrace-skills — Development Guide

Claude Code skills for installing, upgrading, exposing, troubleshooting, and analyzing
[zymtrace](https://zymtrace.com) — continuous CPU/GPU profiling. This guide is for
people *developing* the skills; end-user docs live in [README.md](README.md).

## Repository structure

A single plugin at `zymtrace/` that installs into **Claude Code, OpenAI Codex, and Cursor**
from one canonical source, plus repo-root marketplace manifests (one per tool) and the test
suite.

```
.claude-plugin/marketplace.json   # Claude Code marketplace manifest
.agents/plugins/marketplace.json  # Codex (and generic) marketplace manifest
.cursor-plugin/marketplace.json   # Cursor marketplace manifest
zymtrace/                         # Plugin root  (== ${CLAUDE_PLUGIN_ROOT} at runtime)
  .claude-plugin/plugin.json      # Claude Code plugin manifest
  .codex-plugin/plugin.json       # Codex plugin manifest  (declares "skills": "./skills/")
  .cursor-plugin/plugin.json      # Cursor plugin manifest (declares "skills": "./skills/")
  shared/                         # Cross-skill docs (conventions.md, references.md)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add zystem-io/zymtrace-skills/CLAUDE.md@sha256:aa179d81e837d174

The line at the top of this page pins the label git:20261027.157b468, 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_mmreq4ovsagzdkj7.svg)](https://markdownregistry.com/a/art_mmreq4ovsagzdkj7)

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

Versions

The registry has recorded 5 versions of this file, between Jun 3, 2026 and Oct 27, 2026, about one every 36 days.

versioncommittedcommitsizeaudit
git:20261027.157b468 latest2026-10-27 157b468 8,588 BA view · diff
git:20260715.fbd20f52026-07-15 fbd20f5 8,015 BA view · diff
git:20260605.f5be0302026-06-05 f5be030 7,767 BA view · diff
git:20260603.c20913e2026-06-03 c20913e 8,098 BA view · diff
git:20260603.96a7db92026-06-03 96a7db9 6,947 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 (8588 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

zystem-io/zymtrace-skills · 6 stars · license Apache-2.0 · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mmreq4ovsagzdkj7
GET https://markdownregistry.com/api/v1/resolve?ref=zystem-io/zymtrace-skills/CLAUDE.md
GET https://markdownregistry.com/api/v1/blob/aa179d81e837d1749866df794a6456fe8b025a91b26e2593d2f96589658ed87d

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.

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git:20261027.524bf2c · audit A · 6 stars
optimize-gpu-workloads SKILL.md skill
zystem-io/zymtrace-skills · zymtrace/skills/optimize-gpu-workloads/SKILL.md · Analyze GPU performance with zymtrace — a GPU workload (NVIDIA CUDA or AMD ROCm), a GPU flamegraph, the hot kernel, why…
git:20261027.524bf2c · audit A · 6 stars
optimize-memory-allocation SKILL.md skill
zystem-io/zymtrace-skills · zymtrace/skills/optimize-memory-allocation/SKILL.md · Analyze JVM memory-allocation profiles with zymtrace — find what allocates the most (bytes/objects), why GC is busy…
git:20261027.524bf2c · audit A · 6 stars
troubleshoot-zymtrace-backend SKILL.md skill
zystem-io/zymtrace-skills · zymtrace/skills/troubleshoot-zymtrace-backend/SKILL.md · Use when a deployed zymtrace backend isn't working as expected — no data appearing in the UI, profiles not arriving…
git:20260605.f5be030 · audit A · 6 stars
troubleshoot-zymtrace-profiler SKILL.md skill
zystem-io/zymtrace-skills · zymtrace/skills/troubleshoot-zymtrace-profiler/SKILL.md · Use when the zymtrace profiler agent is misbehaving — pods crash-looping, image pull errors, OOMKilled, CPU profiles…
git:20261027.524bf2c · audit A · 6 stars
upgrade-zymtrace-backend SKILL.md skill
zystem-io/zymtrace-skills · zymtrace/skills/upgrade-zymtrace-backend/SKILL.md · Use when upgrading a zymtrace backend that's already deployed via Helm. Covers image-tag-only bumps, chart-version…
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