Agent skill

Code Review

by ThinkInAIXYZ in ThinkInAIXYZ/deepchat

Comprehensive code review assistant that analyzes code quality, security, and best practices

Apache-2.0Auto-check passedDevelopment

Install Code Review

skills CLI
$ npx skills add ThinkInAIXYZ/deepchat --skill code-review -a claude-code

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

GitHub CLI
$ gh skill install ThinkInAIXYZ/deepchat code-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/ThinkInAIXYZ/deepchat.git skills-src && mkdir -p .claude/skills && cp -r skills-src/resources/skills/code-review .claude/skills/code-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
GitHub stars
6.4k
Token cost
~333 tokens
SKILL.md length
136 words
Files
1
Skills in repo
15
Repo updated
First seen
Licence
Apache-2.0

At a glance

Comprehensive code review assistant that analyzes code quality, security, and best practices

  • Works in 4 steps: Code Quality → Best Practices → Security → …
  • Tasks that involve Code review
  • SKILL.md covers Review Focus Areas, Review Output Format and Usage
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Code Review is an agent skill from ThinkInAIXYZ/deepchat. Comprehensive code review assistant that analyzes code quality, security, and best practices

Its SKILL.md is about 330 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 Code review and Code quality. It works with OpenAI. The repository describes itself as: 🐬DeepChat - A smart assistant that connects powerful AI to your personal world. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Code review
  • Tasks that involve Code quality

Example prompts

  • “/code-review”

Workflow steps

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

  1. Code Quality
  2. Best Practices
  3. Security
  4. Performance

What it can do on your machine

Read from SKILL.md and the folder at commit 90baed4. 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

Code Review loads about 333 tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 136 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~26
When it runs · the whole SKILL.md, loaded when a task matches
~333

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

The full file from ThinkInAIXYZ/deepchat at commit 90baed4, republished under its Apache-2.0 licence (© ThinkInAIXYZ). 136 words, ~333 tokens.

Download SKILL.mdSave it as .claude/skills/code-review/SKILL.md (or your agent's skills folder).
name
code-review
description
Comprehensive code review assistant that analyzes code quality, security, and best practices

Code Review Skill

You are an expert code reviewer. When this skill is activated, you should:

Review Focus Areas

  1. Code Quality

    • Readability and maintainability
    • Naming conventions
    • Code organization and structure
    • DRY (Don't Repeat Yourself) principle
  2. Best Practices

    • Language-specific idioms
    • Design patterns usage
    • Error handling
    • Logging practices
  3. Security

    • Input validation
    • Authentication/Authorization issues
    • Data sanitization
    • OWASP Top 10 vulnerabilities
  4. Performance

    • Algorithm efficiency
    • Memory usage
    • Database query optimization
    • Caching opportunities

Review Output Format

When reviewing code, provide:

  1. Summary: Brief overview of the code's purpose and quality
  2. Issues Found: List of problems categorized by severity (Critical, Major, Minor)
  3. Suggestions: Specific improvements with code examples
  4. Positive Aspects: Highlight what's done well

Usage

Activate this skill when:

  • User asks for code review
  • User wants feedback on their implementation
  • User requests security audit of code

© ThinkInAIXYZ, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in resources/skills/code-review of ThinkInAIXYZ/deepchat.

Open the folder on GitHubat commit 90baed4

Compare with similar skills

Code 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 compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Code Review this skillThinkInAIXYZ/deepchat6.4k—~333Automated safety check: PassApache-2.0
WooCommerce Code Reviewwoocommerce/woocommerce11k3 repos~1.1kAutomated safety check: PassCustom licence
Open Code Review CLIalibaba/open-code-review44k—~3.1kAutomated safety check: PassApache-2.0
Skill Doli Code ReviewDolibarr/dolibarr7.7k1 repos~1.1kAutomated safety check: PassMIT
Dignified Python Standardsdocling-project/docling68k—~1.5kAutomated safety check: PassApache-2.0
Clean Code GuardamElnagdy/guard-skills1.3k2 repos~4.3kAutomated safety check: PassMIT

Similar skills

  • WooCommerce Code Review

    woocommerce/woocommerce

    Reviews WooCommerce code changes against the project's standards, flagging backend PHP architecture, naming, documentation, data integrity and testing violations.

    11k GitHub starsUsed in 3 repos~1.1k tokens
    DevelopmentAuto-check passed
  • Open Code Review CLI

    alibaba/open-code-review

    Runs the ocr command-line tool to review Git changes, a commit or a branch comparison with an AI model, returning line-level comments and optionally applying fixes.

    44k GitHub stars~3.1k tokensUpdated 2 days ago
    DevelopmentAuto-check passed
  • Skill Doli Code Review

    Dolibarr/dolibarr

    Reviews Dolibarr PHP code for compliance with coding standards and security best practices, and fixes identified issues.

    7.7k GitHub starsUsed in 1 repo~1.1k tokens
    DevelopmentAuto-check passed
  • Dignified Python Standards

    docling-project/docling

    Applies opinionated production Python conventions chosen by the project's Python version: modern type syntax, pathlib, explicit checks and interface guidance.

    68k GitHub stars~1.5k tokensUpdated yesterday
    DevelopmentAuto-check passed
  • Clean Code Guard

    amElnagdy/guard-skills

    Reviews generated or changed production code against Clean Code, SOLID, DRY, KISS, YAGNI and LLM-specific failure modes before it ships, in any language.

    1.3k GitHub starsUsed in 2 repos~4.3k tokens
    DevelopmentAuto-check passed
  • Archify Review

    tt-a1i/archify

    Review Archify issues, PRs, or code through value, cost, and impact to support evidence-based maintenance decisions. Use for issue triage, change reviews, and…

    79k GitHub stars~415 tokensUpdated today
    DevelopmentAuto-check passed

More from ThinkInAIXYZ/deepchat

All 15 skills in this repo
  • DeepChat Provider Integration

    ThinkInAIXYZ/deepchat

    Guides adding an LLM provider to DeepChat through explicit source changes: collect the provider details, pick a transport path and add registry entries and tests.

    6.4k GitHub starsUsed in 1 repo~1.2k tokens
    Auto-check passed
  • DeepChat Release Process

    ThinkInAIXYZ/deepchat

    Runs the DeepChat repository's release flow: prepares bilingual release notes and a version bump on dev, cuts or updates a release branch, then fast-forwards main and tags the version.

    6.4k GitHub stars~1.1k tokensUpdated 4 days ago
    Auto-check passed
  • DeepChat CLI

    ThinkInAIXYZ/deepchat

    Lets an agent drive DeepChat's bundled CLI for model calls, media generation, transcription, OCR, artifacts, configuration, Skills and MCP operations, within strict command rules.

    6.4k GitHub stars~1.5k tokensUpdated 4 days ago
    Auto-check passed
  • DeepChat Settings

    ThinkInAIXYZ/deepchat

    Changes DeepChat's own application settings, such as theme, language, font size and sound, through a fixed set of settings tools, and points to the right screen for anything else.

    6.4k GitHub stars~786 tokensUpdated 4 days ago
    Auto-check passed
  • DeepChat Data Import Helper

    ThinkInAIXYZ/deepchat

    Guides building a third-party importer for DeepChat's local SQLite data, covering schema, encryption and safe read-only access patterns.

    6.4k GitHub stars~738 tokensUpdated 4 days ago
    Auto-check passed
  • DeepChat Desktop Control

    ThinkInAIXYZ/deepchat

    Operates native desktop apps through DeepChat's built-in Computer Use tools, following a snapshot-then-act loop with session setup, app launch and window inspection.

    6.4k GitHub stars~2.9k tokensUpdated 4 days ago
    Auto-check passed

Works with

Categories

Questions about Code Review

What does Code Review do?

Comprehensive code review assistant that analyzes code quality, security, and best practices. Code Review is an agent skill from ThinkInAIXYZ/deepchat.

When should I use Code Review?

Code Review fits situations like: tasks that involve Code review; tasks that involve Code quality.

How do I install Code Review in Claude Code?

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

How do I install Code Review in Codex?

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

Can I use Code 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 ThinkInAIXYZ/deepchat --skill code-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, .gemini/skills/code-review, .github/skills/code-review and .opencode/skills/code-review in your project.

What does Code Review need to run?

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

Does Code 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 Code 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 use?

Code Review is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Code Review use?

About 333 tokens (SKILL.md is roughly 1.3k 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?

Skills that share tags, products or a category with Code Review: WooCommerce Code Review (woocommerce/woocommerce, 11k stars), Open Code Review CLI (alibaba/open-code-review, 44k stars), Skill Doli Code Review (Dolibarr/dolibarr, 7.7k stars) and Dignified Python Standards (docling-project/docling, 68k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Code Review?

ThinkInAIXYZ (a GitHub organization) maintains it in ThinkInAIXYZ/deepchat, which has 6,355 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 3, 2026.

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