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Agent skill

PR Review Readiness

by pytorch in pytorch/pytorch

Non-interactive wrapper over pr-review that emits JSON assessing whether a PR is ready for a human maintainer's time.

Custom licenceAuto-check passedDevelopment

Install PR Review Readiness

skills CLI
$ npx skills add pytorch/pytorch --skill pr-review-readiness -a claude-code

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

GitHub CLI
$ gh skill install pytorch/pytorch pr-review-readiness --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/pytorch.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/pr-review-readiness .claude/skills/pr-review-readiness && 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
pr-review-readiness
GitHub stars
104k
Token cost
~1.8k tokens
SKILL.md length
1,069 words
Files
1
Skills in repo
17
Repo updated
First seen
Licence
Custom licence

At a glance

Non-interactive wrapper over pr-review that emits JSON assessing whether a PR is ready for a human maintainer's time.

  • Tasks that involve Pull requests
  • SKILL.md covers Non-interactive overrides, Severity and verdict, Maintainer comments and Security
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

PR Review Readiness is an agent skill from pytorch/pytorch. Non-interactive wrapper over pr-review that emits JSON assessing whether a PR is ready for a human maintainer's time.

Its SKILL.md is about 1.8k 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 Development, covering Pull requests. The repository describes itself as: Tensors and Dynamic neural networks in Python with strong GPU acceleration.

When your agent uses it

  • Tasks that involve Pull requests

Example prompts

  • “/pr-review-readiness”

What it can do on your machine

Read from SKILL.md and the folder at commit db1f617. 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

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    No URLs in SKILL.md.

    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

PR Review Readiness loads about 1.8k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 1,069 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~34
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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 1,069 words (~1,786 tokens).

“Read and apply pr-review/SKILL.md, all nine Review Philosophy points, and its full review-checklist.md, bc-guidelines.md and ci-runner-naming.md. pr-review owns the review logic; this file overrides conflicts.”

— opening of SKILL.md by pytorch, Custom licence
name
pr-review-readiness

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/pr-review-readiness of pytorch/pytorch.

Open the folder on GitHubat commit db1f617

Compare with similar skills

PR Review Readiness 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.

PR Review Readiness compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
PR Review Readiness this skillpytorch/pytorch104k—~1.8kAutomated safety check: PassCustom licence
Finishing a Development Branchobra/superpowers297k5 repos~1.9kAutomated safety check: PassMIT
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Check PRonyx-dot-app/onyx32k2 repos~2.3kAutomated safety check: PassMIT
PR Design DocOpenHands/OpenHands90k—~2.4kAutomated safety check: PassMIT
WooCommerce Code Reviewwoocommerce/woocommerce11k3 repos~1.1kAutomated safety check: PassCustom licence

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  • PR Babysitter

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Categories

Questions about PR Review Readiness

What does PR Review Readiness do?

Non-interactive wrapper over pr-review that emits JSON assessing whether a PR is ready for a human maintainer's time. PR Review Readiness is an agent skill from pytorch/pytorch. Non-interactive wrapper over pr-review that emits JSON assessing whether a PR is ready for a human maintainer's time.

When should I use PR Review Readiness?

PR Review Readiness fits situations like: tasks that involve Pull requests.

How do I install PR Review Readiness in Claude Code?

Run `npx skills add pytorch/pytorch --skill pr-review-readiness -a claude-code`. Or copy the skill folder (.agents/skills/pr-review-readiness in pytorch/pytorch) into .claude/skills/pr-review-readiness in your project. Claude Code loads it when a task matches its description.

How do I install PR Review Readiness in Codex?

Run `npx skills add pytorch/pytorch --skill pr-review-readiness -a codex`. Or copy the skill folder (.agents/skills/pr-review-readiness in pytorch/pytorch) into .agents/skills/pr-review-readiness in your project. Codex loads it when a task matches its description.

Can I use PR Review Readiness 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/pytorch --skill pr-review-readiness -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pr-review-readiness, .gemini/skills/pr-review-readiness, .github/skills/pr-review-readiness and .opencode/skills/pr-review-readiness in your project.

What does PR Review Readiness need to run?

SKILL.md names no scripts, command-line tools or credentials: PR Review Readiness is instructions for the agent only.

Does PR Review Readiness access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is PR Review Readiness 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 PR Review Readiness use?

PR Review Readiness 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 PR Review Readiness use?

About 1.8k tokens (SKILL.md is roughly 7.1k 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 PR Review Readiness?

Skills that share tags, products or a category with PR Review Readiness: Finishing a Development Branch (obra/superpowers, 297k stars), PR Babysitter (openinterpreter/openinterpreter, 69k stars), Check PR (onyx-dot-app/onyx, 32k stars) and PR Design Doc (OpenHands/OpenHands, 90k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains PR Review Readiness?

pytorch (a GitHub organization) maintains it in pytorch/pytorch, which has 104,014 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 10, 2026.

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