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Agent skill

PR Review

by Elite588 in Elite588/AUTOGPT

Review a PR for correctness, security, code quality, and testing issues.

Custom licenceAuto-check passedDevelopment

Install PR Review

skills CLI
$ npx skills add Elite588/AUTOGPT --skill pr-review -a claude-code

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

GitHub CLI
$ gh skill install Elite588/AUTOGPT pr-review --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/Elite588/AUTOGPT.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/pr-review .claude/skills/pr-review && 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
GitHub stars
103
Token cost
~768 tokens
SKILL.md length
260 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
Custom licence

At a glance

Review a PR for correctness, security, code quality, and testing issues.

  • User asks to review a PR
  • SKILL.md covers Find the PR, Read the PR description, Read the diff and Fetch existing review comments, plus 3 more sections
  • Calls gh and git
  • Check PR quality

What it does

PR Review is an agent skill from Elite588/AUTOGPT. Review a PR for correctness, security, code quality, and testing issues. TRIGGER when user asks to review a PR, check PR quality, or give feedback on a PR.

Its SKILL.md is about 770 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 and Code quality. The repository describes itself as: AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. It is a powerful platform…

When your agent uses it

  • User asks to review a PR
  • Check PR quality
  • Give feedback on a PR

Example prompts

  • “/pr-review”

What it can do on your machine

Read from SKILL.md and the folder at commit 9e4bc5b. 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:

    • gh
    • git

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

  • Network

    No URLs in SKILL.md. Its commands use gh and 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

PR Review loads about 768 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 260 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~768

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 260 words (~768 tokens).

“Before reading code, understand the why, what, and how from the PR description:”

— opening of SKILL.md by Elite588, Custom licence
name
pr-review
user-invocable
true
args
[PR number or URL] — if omitted, finds PR for current branch.
metadata.author
autogpt-team
metadata.version
1.0.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/pr-review of Elite588/AUTOGPT.

Open the folder on GitHubat commit 9e4bc5b

Compare with similar skills

PR Review 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 compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
PR Review this skillElite588/AUTOGPT103—~768Automated safety check: PassCustom licence
WooCommerce Code Reviewwoocommerce/woocommerce11k3 repos~1.1kAutomated safety check: PassCustom licence
Code Review Skillawesome-skills/code-review-skill2.1k—~2.8kAutomated safety check: NotesMIT
Code Reviewerjewbetcha/opentrace1162 repos~1.1kAutomated safety check: NotesMIT
Smell CheckZhen-Bo/smell-check240—~1.5kAutomated safety check: PassMIT
Mariadb Operator PR Reviewmariadb-operator/mariadb-operator1k—~3.3kAutomated safety check: PassApache-2.0

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  • WooCommerce Code Review

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  • Code Review Skill

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  • Code Reviewer

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    116 GitHub starsUsed in 2 repos~1.1k tokens
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  • Smell Check

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    Runs a smell-first audit on a user-chosen path set: measures structure metrics, applies a named size profile, and reports code smells and test smells with evidence strength.

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  • Mariadb Operator PR Review

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More from Elite588/AUTOGPT

All 8 skills in this repo

  • Open PR

    Elite588/AUTOGPT

    Open a pull request with proper PR template, test coverage, and review workflow.

    103 GitHub stars~1.3k tokensUpdated 5 mo ago
    Auto-check passed

  • Orchestrate

    Elite588/AUTOGPT

    Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows.

    103 GitHub stars~9.2k tokensUpdated 5 mo ago
    Auto-check: warnings

  • Setup Repo

    Elite588/AUTOGPT

    Initialize a worktree-based repo layout for parallel development.

    103 GitHub stars~1.6k tokensUpdated 5 mo ago
    Auto-check: notes

  • Worktree

    Elite588/AUTOGPT

    Set up a new git worktree for parallel development. An agent skill from Elite588/AUTOGPT.

    103 GitHub stars~667 tokensUpdated 5 mo ago
    Auto-check: notes

  • Write Frontend Tests

    Elite588/AUTOGPT

    Analyze the current branch diff against dev, plan integration tests for changed frontend pages/components, and write them.

    103 GitHub stars~1.9k tokensUpdated 5 mo ago
    Auto-check passed

  • PR Address

    Elite588/AUTOGPT

    Address PR review comments and loop until CI green and all comments resolved.

    103 GitHub stars~5.3k tokensUpdated 5 mo ago
    Auto-check passed

Categories

Questions about PR Review

What does PR Review do?

Review a PR for correctness, security, code quality, and testing issues. PR Review is an agent skill from Elite588/AUTOGPT. Review a PR for correctness, security, code quality, and testing issues.

When should I use PR Review?

PR Review fits situations like: user asks to review a PR; check PR quality; give feedback on a PR.

How do I install PR Review in Claude Code?

Run `npx skills add Elite588/AUTOGPT --skill pr-review -a claude-code`. Or copy the skill folder (.claude/skills/pr-review in Elite588/AUTOGPT) into .claude/skills/pr-review in your project. Claude Code loads it when a task matches its description.

How do I install PR Review in Codex?

Run `npx skills add Elite588/AUTOGPT --skill pr-review -a codex`. Or copy the skill folder (.claude/skills/pr-review in Elite588/AUTOGPT) into .agents/skills/pr-review in your project. Codex loads it when a task matches its description.

Can I use PR Review 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 Elite588/AUTOGPT --skill pr-review -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, .gemini/skills/pr-review, .github/skills/pr-review and .opencode/skills/pr-review in your project.

What does PR Review need to run?

Going by SKILL.md and its folder, PR Review needs the command-line tools its instructions call (gh and git).

Does PR Review access the network?

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

Is PR Review 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 use?

PR Review 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 use?

About 768 tokens (SKILL.md is roughly 3.1k 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?

Skills that share tags, products or a category with PR Review: WooCommerce Code Review (woocommerce/woocommerce, 11k stars), Code Review Skill (awesome-skills/code-review-skill, 2.1k stars), Code Reviewer (jewbetcha/opentrace, 116 stars) and Smell Check (Zhen-Bo/smell-check, 240 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains PR Review?

Elite588 (a GitHub user) maintains it in Elite588/AUTOGPT, which has 103 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on April 16, 2026.

Source: Elite588/AUTOGPT on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.