Agent skill

Release Docs Update

by AMD-AGI in AMD-AGI/Primus

Update the Primus documentation for a monthly training-image release — bump version references, realign the bare-metal install scripts with the release Dockerfiles, record the published image stacks…

Custom licenceAuto-check passedDevOps & Cloud

Install Release Docs Update

skills CLI
$ npx skills add AMD-AGI/Primus --skill release-docs-update -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install AMD-AGI/Primus release-docs-update --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/AMD-AGI/Primus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/release-docs-update .claude/skills/release-docs-update && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
release-docs-update
GitHub stars
130
Token cost
~2.9k tokens
SKILL.md length
1,446 words
Files
2
Skills in repo
8
Repo updated
First seen
Licence
Custom licence

At a glance

Update the Primus documentation for a monthly training-image release — bump version references, realign the bare-metal install scripts with the release Dockerfiles, record the published image stacks…

  • Works in 6 steps: Snapshot → Version bump → Install alignment → …
  • The user says they are releasing
  • SKILL.md covers Prerequisites, Workflow, Anchoring: use the build commit and Release shape, plus 3 more sections
  • Calls python and git

What it does

Release Docs Update is an agent skill from AMD-AGI/Primus. Update the Primus documentation for a monthly training-image release — bump version references, realign the bare-metal install scripts with the release Dockerfiles, record the published image stacks and a Highlights section in the release notes, and refresh the per-backend recipe notes. Use when the user says they are releasing or have released a new rocm/primus:vNN.N / rocm/jax-training:maxtext-vNN.N pair, asks to update the docs for a release, bump the release version, refresh the release notes, or align…

Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `reference.md`).

It sits in DevOps & Cloud, covering Containers, Technical writing and Changelog and release notes. It works with Docker and Git. The repository describes itself as: A flexible and high-performance training framework designed for large-scale foundation model training on AMD GPUs.

When your agent uses it

  • The user says they are releasing
  • Have released a new rocm/primus:vNN.N / rocm/jax-training:maxtext-vNN.N pair
  • Asks to update the docs for a release
  • Bump the release version

Example prompts

  • “/release-docs-update”

Requirements

  • Python 3
  • Docker

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Snapshot
  2. Version bump
  3. Install alignment
  4. Hardware validation (not implemented; v2)
  5. Release notes
  6. Recipe notes and new models

What it can do on your machine

Read from SKILL.md and the folder at commit 12dac83. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • python
    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Release Docs Update loads about 2.9k tokens when it runs. Until then it costs about 145 tokens; SKILL.md has 1,446 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~145
When it runs · the whole SKILL.md, loaded when a task matches
~2.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,446 words (~2,937 tokens).

“Every monthly release needs the same documentation work: ~120 version references across 30+ files, two per-image software-stack tables, a delta against the previous release, the bare-metal install scripts re-pinned to the new Dockerfiles, and the per-backend "Important notes" blocks rewritten.”

— opening of SKILL.md by AMD-AGI, Custom licence
name
release-docs-update

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/release-docs-update of AMD-AGI/Primus.

  • SKILL.md
  • reference.md

Open the folder on GitHubat commit 12dac83

Compare with similar skills

Release Docs Update next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Release Docs Update compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Release Docs Update this skillAMD-AGI/Primus130—~2.9kAutomated safety check: PassCustom licence
Rtk Skillsopaco/deepwiki-rs3.1k—~1.4kAutomated safety check: PassMIT
Releasebmeares/Meerschaum154—~1.1kAutomated safety check: NotesApache-2.0
Ama Logs Update Charts Release Notesmicrosoft/Docker-Provider173—~2.6kAutomated safety check: PassCustom licence
Releasear-io/ar-io-node127—~4.2kAutomated safety check: NotesAGPL-3.0
Releasematrixorigin/memoria607—~494Automated safety check: PassApache-2.0

Similar skills

  • Rtk Skill

    sopaco/deepwiki-rs

    A skill your agent uses when running shell commands that produce verbose output (git, test, build, lint, package managers, docker).

    3.1k GitHub stars~1.4k tokensUpdated 23 days ago
    DevOps & CloudAuto-check passed
  • Release

    bmeares/Meerschaum

    Meerschaum release process — bump version, update changelog, stage dev→main PR, run CI, publish to PyPI, tag, GitHub release, build/push Docker images, rebuild docs on prod VPS.

    154 GitHub stars~1.1k tokensUpdated 29 days ago
    DevOps & CloudAuto-check: notes
  • Ama Logs Update Charts Release Notes

    microsoft/Docker-Provider

    Official

    Prepare an ama-logs release PR: bump the image tag (X.Y.Z) across Helm charts, manifests, and Dockerfiles, and add a formatted ReleaseNotes.md entry.

    173 GitHub stars~2.6k tokensUpdated yesterday
    DevOps & CloudAuto-check passed
  • Release

    ar-io/ar-io-node

    Drive the AR.IO Node release process end-to-end — preflight checks, prepare commit, finalize with image SHAs, test docker compose profiles, tag & publish, and post-release cleanup.

    127 GitHub stars~4.2k tokensUpdated today
    DevOps & CloudAuto-check: notes
  • Release

    matrixorigin/memoria

    Cut a Memoria release. An agent skill from matrixorigin/memoria.

    607 GitHub stars~494 tokensUpdated today
    DevOps & CloudAuto-check passed
  • Medusa Cloud Local Build

    medusajs/medusa-agent-skills

    Reproduces a Medusa Cloud build on your machine with mcloud local build, to debug build-failed deployments without pushing or waiting on Cloud.

    225 GitHub stars~1k tokensUpdated 2 days ago
    DevOps & CloudAuto-check: notes

More from AMD-AGI/Primus

All 8 skills in this repo
  • Spur Cluster Status

    AMD-AGI/Primus

    Inspect the current Spur (AMD SLURM-compatible) cluster node-allocation state and produce a Markdown report (optionally rendered to a standalone HTML page) covering the caller's account/QoS…

    130 GitHub stars~2.7k tokensUpdated today
    Auto-check passed
  • Backend Gap Report

    AMD-AGI/Primus

    Compare a Primus backend against an upstream repository or reference, verify git state, dependencies, directory changes, and integration coupling, then generate comparison reports, dashboard…

    130 GitHub stars~3.4k tokensUpdated today
    Auto-check passed
  • Inventory and explain the patch (monkey-patch) optimizations Primus layers over upstream training backends such as Megatron-LM, TorchTitan, and MaxText, including their version compatibility…

    130 GitHub stars~3.5k tokensUpdated today
    Auto-check passed
  • Validate SLURM cluster nodes by running actual training jobs in groups.

    130 GitHub stars~3.7k tokensUpdated today
    Auto-check passed
  • Port Validation Guide

    AMD-AGI/Primus

    Generate a validation plan and test scaffolding to check a Primus optimization that has been ported into a user's own training framework, across correctness (numerical accuracy vs a reference)…

    130 GitHub stars~1.5k tokensUpdated today
    Auto-check passed
  • Slurm Idle Node Check

    AMD-AGI/Primus

    Check available idle nodes in a SLURM cluster. An agent skill from AMD-AGI/Primus.

    130 GitHub stars~3k tokensUpdated today
    Auto-check: warnings

Works with

Questions about Release Docs Update

What does Release Docs Update do?

Update the Primus documentation for a monthly training-image release — bump version references, realign the bare-metal install scripts with the release Dockerfiles, record the published image stacks…. Release Docs Update is an agent skill from AMD-AGI/Primus. Update the Primus documentation for a monthly training-image release — bump version references, realign the bare-metal install scripts with the release Dockerfiles, record the published image stacks and a Highlights section in the release notes, and refresh the per-backend recipe notes.

When should I use Release Docs Update?

Release Docs Update fits situations like: the user says they are releasing; have released a new rocm/primus:vNN.N / rocm/jax-training:maxtext-vNN.N pair; asks to update the docs for a release; bump the release version.

How do I install Release Docs Update in Claude Code?

Run `npx skills add AMD-AGI/Primus --skill release-docs-update -a claude-code`. Or copy the skill folder (skills/release-docs-update in AMD-AGI/Primus) into .claude/skills/release-docs-update in your project. Claude Code loads it when a task matches its description.

How do I install Release Docs Update in Codex?

Run `npx skills add AMD-AGI/Primus --skill release-docs-update -a codex`. Or copy the skill folder (skills/release-docs-update in AMD-AGI/Primus) into .agents/skills/release-docs-update in your project. Codex loads it when a task matches its description.

Can I use Release Docs Update in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AMD-AGI/Primus --skill release-docs-update -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/release-docs-update, .gemini/skills/release-docs-update, .github/skills/release-docs-update and .opencode/skills/release-docs-update in your project.

What does Release Docs Update need to run?

Going by SKILL.md and its folder, Release Docs Update needs the command-line tools its instructions call (python and git). Our summary lists: Python 3; Docker.

Does Release Docs Update access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Release Docs Update safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Release Docs Update use?

Release Docs Update has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Release Docs Update use?

About 2.9k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Release Docs Update?

Skills that share tags, products or a category with Release Docs Update: Rtk Skill (sopaco/deepwiki-rs, 3.1k stars), Release (bmeares/Meerschaum, 154 stars), Ama Logs Update Charts Release Notes (microsoft/Docker-Provider, 173 stars) and Release (ar-io/ar-io-node, 127 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Release Docs Update?

AMD-AGI (a GitHub organization) maintains it in AMD-AGI/Primus, which has 130 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 7, 2026.

Source: AMD-AGI/Primus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.