Agent skill

Code Review AI AI Review

by aiskillstore in aiskillstore/marketplace

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices.

No licenceAuto-check passedDevelopment

Install Code Review AI AI Review

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

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

GitHub CLI
$ gh skill install aiskillstore/marketplace code-review-ai-ai-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/sickn33/code-review-ai-ai-review .claude/skills/code-review-ai-ai-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
code-review-ai-ai-review
GitHub stars
433
Used in
7 other repos
Token cost
~3.9k tokens
SKILL.md length
558 words
Files
2
Skills in repo
1,044
Repo updated
First seen
Licence
None found

At a glance

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices.

  • Works in 4 steps: Parse diff to determine modified files… → Match file types to optimal static… → Scale analysis based on PR size… → …
  • Tasks that involve Static analysis and SAST
  • SKILL.md covers Use this skill when, Do not use this skill when, Instructions and Context, plus 9 more sections
  • Calls jq; reaches cwe.mitre.org; needs OPENAI_API_KEY and GITHUB_TOKEN

What it does

Code Review AI AI Review is an agent skill from aiskillstore/marketplace. You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

Its SKILL.md is about 3.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).

It sits in Development, covering Static analysis and SAST and Code review. It works with OpenAI. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • Tasks that involve Static analysis and SAST
  • Tasks that involve Code review

Example prompts

  • “/code-review-ai-ai-review”

Requirements

  • Python 3
  • A credential in OPENAI_API_KEY

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Parse diff to determine modified files and affected components
  2. Match file types to optimal static analysis tools
  3. Scale analysis based on PR size (superficial >1000 lines, deep <200 lines)
  4. Classify change type: feature, bug fix, refactoring, or breaking change

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

    Shell commands in SKILL.md call:

    • jq

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • cwe.mitre.org

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • OPENAI_API_KEY
    • GITHUB_TOKEN
    • ANTHROPIC_API_KEY

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

Context cost

Code Review AI AI Review loads about 3.9k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 558 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~3.9k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 558 words (~3,885 tokens).

“You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, Claude 4.5 Sonnet) with battle-tested platforms (SonarQube, CodeQL, Semgrep) to identify bugs, vulnerabilities, and…”

— opening of SKILL.md by aiskillstore
name
code-review-ai-ai-review

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/sickn33/code-review-ai-ai-review of aiskillstore/marketplace.

  • SKILL.md
  • skill-report.json

Open the folder on GitHubat commit 44923f3

Used in 7 other repositories

We found 33 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 7 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Code Review AI AI 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.

Code Review AI AI Review compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Code Review AI AI Review this skillaiskillstore/marketplace4337 repos~3.9kAutomated safety check: PassNone
Codexqa Rootcause Analyzeropenqa-cn/codexqa152—~2.6kAutomated safety check: PassApache-2.0
Scan Codemicrosoft/power-platform-skills984—~3.4kAutomated safety check: NotesMIT
ReviewdogAgentSecOps/SecOpsAgentKit2201 repos~3kAutomated safety check: PassCustom licence
Open Code Review CLIalibaba/open-code-review46k—~3.1kAutomated safety check: PassApache-2.0
Deep Reviewdyad-sh/dyad22k—~1.4kAutomated safety check: PassCustom licence

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Works with

Questions about Code Review AI AI Review

What does Code Review AI AI Review do?

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Code Review AI AI Review is an agent skill from aiskillstore/marketplace. You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices.

When should I use Code Review AI AI Review?

Code Review AI AI Review fits situations like: tasks that involve Static analysis and SAST; tasks that involve Code review.

How do I install Code Review AI AI Review in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill code-review-ai-ai-review -a claude-code`. Or copy the skill folder (skills/sickn33/code-review-ai-ai-review in aiskillstore/marketplace) into .claude/skills/code-review-ai-ai-review in your project. Claude Code loads it when a task matches its description.

How do I install Code Review AI AI Review in Codex?

Run `npx skills add aiskillstore/marketplace --skill code-review-ai-ai-review -a codex`. Or copy the skill folder (skills/sickn33/code-review-ai-ai-review in aiskillstore/marketplace) into .agents/skills/code-review-ai-ai-review in your project. Codex loads it when a task matches its description.

Can I use Code Review AI AI 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 code-review-ai-ai-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/code-review-ai-ai-review, .gemini/skills/code-review-ai-ai-review, .github/skills/code-review-ai-ai-review and .opencode/skills/code-review-ai-ai-review in your project.

What does Code Review AI AI Review need to run?

Going by SKILL.md and its folder, Code Review AI AI Review needs the command-line tools its instructions call (jq) and credentials named OPENAI_API_KEY, GITHUB_TOKEN and ANTHROPIC_API_KEY. Our summary lists: Python 3; A credential in OPENAI_API_KEY.

Does Code Review AI AI Review access the network?

SKILL.md names 1 domain. In commands or code: cwe.mitre.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Code Review AI AI 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 Code Review AI AI Review use?

No licence was found for Code Review AI AI Review or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Code Review AI AI Review use?

About 3.9k tokens (SKILL.md is roughly 16k 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 Code Review AI AI Review?

Skills that share tags, products or a category with Code Review AI AI Review: Codexqa Rootcause Analyzer (openqa-cn/codexqa, 152 stars), Scan Code (microsoft/power-platform-skills, 984 stars), Reviewdog (AgentSecOps/SecOpsAgentKit, 220 stars) and Open Code Review CLI (alibaba/open-code-review, 46k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Code Review AI AI 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.