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Agent skill

Release Go Live Binary Build Matrix

by pytorch in pytorch/test-infra

Update tools/scripts/generatebinarybuildmatrix.py when a PyTorch release goes live.

Custom licenceAuto-check passedAI & LLM Engineering

Install Release Go Live Binary Build Matrix

skills CLI
$ npx skills add pytorch/test-infra --skill release-go-live-binary-build-matrix -a claude-code

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

GitHub CLI
$ gh skill install pytorch/test-infra release-go-live-binary-build-matrix --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/pytorch/test-infra.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/release-go-live-binary-build-matrix .claude/skills/release-go-live-binary-build-matrix && 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-go-live-binary-build-matrix
GitHub stars
113
Token cost
~1.7k tokens
SKILL.md length
561 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

Update tools/scripts/generatebinarybuildmatrix.py when a PyTorch release goes live.

  • Works in 7 steps: Determine the new stable version → Advance CURRENT_STABLE_VERSION → Promote release-channel arches to match… → …
  • Tasks that involve Deep learning
  • SKILL.md covers When to use this skill, Target files, Instructions and Common pitfalls
  • Calls python3 and git

What it does

Release Go Live Binary Build Matrix is an agent skill from pytorch/test-infra. Update tools/scripts/generatebinarybuildmatrix.py when a PyTorch release goes live. Advances CURRENTSTABLEVERSION to the new stable, promotes the release-channel CUDA/ROCm arches to match the candidate/test channel, and regenerates the JSON test fixtures. Triggered by mentions of "release go live", "advance stable version", "promote release matrix", or "update binary build matrix" for a new PyTorch X.Y release.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in AI & LLM Engineering, covering Deep learning and Test data and fixtures. It works with PyTorch and CUDA. The repository describes itself as: This repository hosts code that supports the testing infrastructure for the PyTorch organization. For example, this repo hosts the logic to track disabled tests and slow tests…

When your agent uses it

  • Tasks that involve Deep learning
  • Tasks that involve Test data and fixtures

Example prompts

  • “release go live”
  • “advance stable version”
  • “promote release matrix”
  • “/release-go-live-binary-build-matrix”

Requirements

  • Python 3

Workflow steps

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

  1. Determine the new stable version
  2. Advance CURRENT_STABLE_VERSION
  3. Promote release-channel arches to match test
  4. Regenerate test fixtures (MUST use the shell script)
  5. Run tests
  6. Verify the diff is minimal
  7. Commit and PR

What it can do on your machine

Read from SKILL.md and the folder at commit 71b3093. 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:

    • python3
    • 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 Go Live Binary Build Matrix loads about 1.7k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 561 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~114
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 561 words (~1,690 tokens).

“Updates tools/scripts/generate_binary_build_matrix.py and the associated test fixtures when a PyTorch release goes live. This mirrors prior PRs such as:”

— opening of SKILL.md by pytorch, Custom licence
name
release-go-live-binary-build-matrix

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/release-go-live-binary-build-matrix of pytorch/test-infra.

Open the folder on GitHubat commit 71b3093

Compare with similar skills

Release Go Live Binary Build Matrix 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 Go Live Binary Build Matrix compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Release Go Live Binary Build Matrix this skillpytorch/test-infra113—~1.7kAutomated safety check: PassCustom licence
Cuda Index Widthpytorch/pytorch104k—~1.6kAutomated safety check: PassCustom licence
Graphsignalgraphsignal/graphsignal257—~6.2kAutomated safety check: PassApache-2.0
Metal Kernelpytorch/pytorch104k—~4.9kAutomated safety check: PassCustom licence
Validating Pytorch Custom Opsmeta-pytorch/attention-gym1.3k—~6.4kAutomated safety check: PassBSD-3-Clause
Ako4allTongmingLAIC/AKO4ALL369—~4kAutomated safety check: PassMIT

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Works with

Categories

Questions about Release Go Live Binary Build Matrix

What does Release Go Live Binary Build Matrix do?

Update tools/scripts/generatebinarybuildmatrix.py when a PyTorch release goes live. Release Go Live Binary Build Matrix is an agent skill from pytorch/test-infra.py when a PyTorch release goes live.

When should I use Release Go Live Binary Build Matrix?

Release Go Live Binary Build Matrix fits situations like: tasks that involve Deep learning; tasks that involve Test data and fixtures.

How do I install Release Go Live Binary Build Matrix in Claude Code?

Run `npx skills add pytorch/test-infra --skill release-go-live-binary-build-matrix -a claude-code`. Or copy the skill folder (.claude/skills/release-go-live-binary-build-matrix in pytorch/test-infra) into .claude/skills/release-go-live-binary-build-matrix in your project. Claude Code loads it when a task matches its description.

How do I install Release Go Live Binary Build Matrix in Codex?

Run `npx skills add pytorch/test-infra --skill release-go-live-binary-build-matrix -a codex`. Or copy the skill folder (.claude/skills/release-go-live-binary-build-matrix in pytorch/test-infra) into .agents/skills/release-go-live-binary-build-matrix in your project. Codex loads it when a task matches its description.

Can I use Release Go Live Binary Build Matrix 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 pytorch/test-infra --skill release-go-live-binary-build-matrix -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-go-live-binary-build-matrix, .gemini/skills/release-go-live-binary-build-matrix, .github/skills/release-go-live-binary-build-matrix and .opencode/skills/release-go-live-binary-build-matrix in your project.

What does Release Go Live Binary Build Matrix need to run?

Going by SKILL.md and its folder, Release Go Live Binary Build Matrix needs the command-line tools its instructions call (python3 and git). Our summary lists: Python 3.

Does Release Go Live Binary Build Matrix 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 Go Live Binary Build Matrix 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 Go Live Binary Build Matrix use?

Release Go Live Binary Build Matrix 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 Go Live Binary Build Matrix use?

About 1.7k tokens (SKILL.md is roughly 6.8k 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 Go Live Binary Build Matrix?

Skills that share tags, products or a category with Release Go Live Binary Build Matrix: Cuda Index Width (pytorch/pytorch, 104k stars), Graphsignal (graphsignal/graphsignal, 257 stars), Metal Kernel (pytorch/pytorch, 104k stars) and Validating Pytorch Custom Ops (meta-pytorch/attention-gym, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Release Go Live Binary Build Matrix?

pytorch (a GitHub organization) maintains it in pytorch/test-infra, which has 113 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 8, 2026.

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