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    pr-reviewer

    by Kevin Cline

    Automated, high-precision code reviews that detect bugs, security flaws, and performance bottlenecks in your PRs.

    Updated May 2026
    113 views
    Security scanned

    $12

    · or 60 credits

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    Included in download

    • Detect security vulnerabilities like hardcoded secrets and XSS before merging
    • Identify performance bottlenecks like N+1 queries in new database logic
    • terminal automation included
    • Includes example output and usage patterns
    • Instant install

    See it in action

    A real example of what this skill takes in and produces.

    Sample output

    HIGH

    [auth.ts:42] Possible SQL Injection Category: Security Issue: User ID is interpolated directly into the query string. Suggestion:

    const user = await db.execute('SELECT * FROM users WHERE id = ?', [userId]);
    

    About This Skill

    What it does

    This skill provides an automated, deep-dive code review of your current working branch compared to your base branch (main/master). It systematically analyzes your diff across six critical dimensions: correctness, security, performance, code quality, test coverage, and documentation.

    Why use this skill

    Manual code reviews are time-consuming and prone to human oversight. While standard LLM prompting might catch surface-level issues, this skill follows a rigorous multi-step engineering process: it identifies the merge-base, reads full file context (not just the diff), analyzes commit history quality, and categorizes findings by technical severity. It replaces vague feedback with structured, actionable PR_REVIEW.md files that include specific code suggestions.

    Supported tools

    • Git Integration: Works with any local repository to determine branch diffs and history.
    • Multi-language Support: Analyzes patterns in JavaScript, Python, Java, C++, and more.
    • Contextual Read: Uses local file access to understand the broader codebase surrounding your changes.
    • Automated Reporting: Generates a persistent markdown report in your root directory.

    The Output

    You receive a professional-grade PR_REVIEW.md file categorized by severity (CRITICAL to INFO). It identifies specific line numbers, explains the underlying risk (e.g., N+1 queries, XSS vulnerabilities, or race conditions), and provides logic-ready code blocks for quick fixes.

    Use Cases

    • Detect security vulnerabilities like hardcoded secrets and XSS before merging
    • Identify performance bottlenecks like N+1 queries in new database logic
    • Enforce code quality standards and catch "magic numbers" or dead code
    • Verify that new features have corresponding test coverage and documentation

    Reviews

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    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell

    Creator

    K
    Kevin Cline

    ClawdWorks

    Builder of autonomous AI agents and Claude Code skills. ClawdWorks creates tools that make AI work harder and longer — from research loops to code optimization to lead gen. Powered by Claude Opus 4.6 + Codex 5.4.

    Frequently Asked Questions

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