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Agent skill

PR Review

by aiskillstore in aiskillstore/marketplace

Review pull requests for the MiniMax Skills repository. An agent skill from aiskillstore/marketplace.

MITAuto-check passedDevelopment

Install PR Review

skills CLI
$ npx skills add aiskillstore/marketplace --skill pr-review -a claude-code

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

GitHub CLI
$ gh skill install aiskillstore/marketplace 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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/minimax-ai/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
433
Token cost
~616 tokens
SKILL.md length
241 words
Files
5 (incl. scripts, references)
Skills in repo
1,044
Repo updated
First seen
Licence
MIT

At a glance

Review pull requests for the MiniMax Skills repository. An agent skill from aiskillstore/marketplace.

  • Works in 2 steps: Automated Validation (Hard Rules) → Content Review (Soft Guidelines)
  • Validating new skill submissions
  • SKILL.md covers Phase 1: Automated Validation…, Phase 2: Content Review (Soft… and Review Checklist Summary
  • Runs Python scripts from its folder; calls python

What it does

PR Review is an agent skill from aiskillstore/marketplace. Review pull requests for the MiniMax Skills repository. Use when reviewing PRs, validating new skill submissions, or checking existing skills for compliance. Run the validation script first for hard checks, then apply quality guidelines for content review. Triggers: PR review, pull request, validate skill, check skill.

Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/quality-guidelines.md`, `references/structure-rules.md` and `scripts/validate_skills.py`).

It sits in Development, covering Pull requests. It works with MiniMax. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified. The licence is MIT.

When your agent uses it

  • Validating new skill submissions
  • Checking existing skills for compliance

Example prompts

  • “/pr-review”

Requirements

  • Python 3

Workflow steps

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

  1. Automated Validation (Hard Rules)
  2. Content Review (Soft Guidelines)

What it can do on your machine

Read from SKILL.md and the folder at commit 44923f3. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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 loads about 616 tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 83 tokens; SKILL.md has 241 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~83
When it runs · the whole SKILL.md, loaded when a task matches
~616
With references · SKILL.md plus every file in references/, read only if the agent opens them
~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); the scripts in this folder are not scanned.

SKILL.md

The full file from aiskillstore/marketplace at commit 44923f3, republished under its MIT licence (© aiskillstore). 241 words, ~616 tokens.

Download SKILL.mdSave it as .claude/skills/pr-review/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
pr-review
description
Review pull requests for the MiniMax Skills repository. Use when reviewing PRs, validating new skill submissions, or checking existing skills for compliance. Run the validation script first for hard checks, then apply quality guidelines for content review. Triggers: PR review, pull request, validate skill, check skill.
license
MIT
metadata.version
1.0
metadata.category
tooling

PR Review Skill

Review pull requests against repository standards. Two-phase process: automated validation, then manual content review.

Phase 1: Automated Validation (Hard Rules)

Run the validation script to check structural requirements:

bash
python .claude/skills/pr-review/scripts/validate_skills.py

The script checks:

  • SKILL.md exists in every skill directory
  • YAML frontmatter is parseable
  • Required fields present: name, description
  • name matches directory name
  • No hardcoded secrets detected

All ERROR-level checks must pass. WARNING-level items (missing license, metadata) should be flagged but are not blockers.

See references/structure-rules.md for the complete hard rules specification.

Phase 2: Content Review (Soft Guidelines)

After automated checks pass, review the PR against quality guidelines:

  1. Skill scope — Does it overlap with existing skills? Is the boundary clear?
  2. Description quality — Does the description include clear trigger conditions?
  3. File size — Are reference docs reasonably sized for context window consumption?
  4. API key handling — If external APIs are used, are credentials read from environment variables?
  5. Script quality — Do scripts have shebang, requirements.txt, and error handling?
  6. Language — Are SKILL.md and code written in English?
  7. README sync — Are README.md and README_zh.md updated for new skills?

See references/quality-guidelines.md for soft guidelines details.

Review Checklist Summary

Must Pass (Blockers)
  • validate_skills.py exits with code 0
  • PR title follows conventional commit format
  • One PR, one purpose
Should Pass (Flagged in Review)
  • No functional overlap with existing skills
  • Description includes trigger conditions
  • Files are reasonably sized
  • API keys via environment variables
  • README tables updated for new skills (Source column set to Community)

© aiskillstore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (scripts, references) in skills/minimax-ai/pr-review of aiskillstore/marketplace.

  • SKILL.md
  • references/quality-guidelines.md
  • references/structure-rules.md
  • scripts/validate_skills.py
  • skill-report.json

Open the folder on GitHubat commit 44923f3

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 skillaiskillstore/marketplace433—~616Automated safety check: PassMIT
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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Works with

Categories

Questions about PR Review

What does PR Review do?

Review pull requests for the MiniMax Skills repository. An agent skill from aiskillstore/marketplace. PR Review is an agent skill from aiskillstore/marketplace. Review pull requests for the MiniMax Skills repository.

When should I use PR Review?

PR Review fits situations like: validating new skill submissions; checking existing skills for compliance.

How do I install PR Review in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill pr-review -a claude-code`. Or copy the skill folder (skills/minimax-ai/pr-review in aiskillstore/marketplace) 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 aiskillstore/marketplace --skill pr-review -a codex`. Or copy the skill folder (skills/minimax-ai/pr-review in aiskillstore/marketplace) 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 aiskillstore/marketplace --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 Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does PR Review 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 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does PR Review use?

PR Review is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does PR Review use?

About 616 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.

What are the alternatives to PR Review?

Skills that share tags, products or a category with PR Review: 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?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.

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