install-zymtrace-profiler SKILL.md skillA
install-zymtrace-profiler from zystem-io/zymtrace-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zystem-io/zymtrace-skills/install-zymtrace-profiler@git:20261027.524bf2cPins git:20261027.524bf2c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zystem-io/zymtrace-skills
- Path
zymtrace/skills/install-zymtrace-profiler/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261027.524bf2c, committed Oct 27, 2026
- First version recorded
- May 30, 2026
- Size
- 18,186 bytes
- Repository stars
- 6
- License
- Apache-2.0
Use when installing the zymtrace profiler agent on Kubernetes (Helm DaemonSet), Docker, or as a binary with systemd, and wiring workloads up to it. Covers CPU-only profiling, off-CPU profiling, NVIDIA GPU profiling (CUDA 12.x+; automatic injection from the UI or CUDA_INJECTION64_PATH), AMD GPU profiling (ROCm 7.x+), inference engines (vLLM, SGLang, NVIDIA Dynamo-Triton, TensorRT-LLM), GPU and inference server metrics, and air-gapped installs via a custom registry. Connects the agent to an…
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
# Install zymtrace Profiler
Helps the user install the zymtrace **profiler agent** — the low-overhead eBPF + CUDA profiler that runs on every node and ships profiles to the backend gateway.
> The backend must be installed first (`install-zymtrace-backend` skill). Profiler agents have nowhere to send profiles otherwise.
Deep details (NVML library paths, PC sampling, env var reference, air-gapped image mirroring, framework metrics) live in `${CLAUDE_PLUGIN_ROOT}/skills/install-zymtrace-profiler/reference.md`.
## Greet the user (start here)
Open with a short welcome before any commands or questions:
> 👋 Thanks for installing the **zymtrace profiler**! It's a low-overhead agent (<1% CPU, ~256 MB RAM) that ships profiles to your backend.
>
> **Stuck? Reach out:**
> - Community Slack: <https://join.slack.com/t/zymtrace/shared_invite/zt-3fdidjufl-q~NHxDzQlzal2B9mujfaoQ>
> - Email: <support@zymtrace.com>
>
…Read the whole file at its exact version.
How to install
mdr add zystem-io/zymtrace-skills/install-zymtrace-profiler@sha256:1f4674c71ff34195The line at the top of this page pins the label git:20261027.524bf2c, 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_74e3apkw72tzcbtq)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 30, 2026 and Oct 27, 2026, about one every 38 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.524bf2c latest | 2026-10-27 | 524bf2c | 18,186 B | A | view · diff |
| git:20260715.fbd20f5 | 2026-07-15 | fbd20f5 | 16,346 B | A | view · diff |
| git:20260605.f5be030 | 2026-06-05 | f5be030 | 15,658 B | A | view · diff |
| v26.5.0 | 2026-06-03 | 96a7db9 | 15,900 B | A | view · diff |
| v26.5.0 | 2026-05-30 | d71575d | 15,830 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 (18186 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
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_74e3apkw72tzcbtq GET https://markdownregistry.com/api/v1/resolve?ref=zystem-io/zymtrace-skills/install-zymtrace-profiler GET https://markdownregistry.com/api/v1/blob/1f4674c71ff34195d3af17c239941951bf67259f5caca59e1c7896522f10de65
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.