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Testing48k · #3002

find-bugs

Lets your agent find bugs and security issues in code changes. Use it to review code, find flaws, or audit a project's security.

What it does

This tool analyzes code changes to find bugs, security flaws, and quality issues. It checks line by line to ensure everything works correctly and securely.

When to use it

  • ✓When you want someone to review your code for errors.
  • ✓If you need to check for security vulnerabilities in the code.
  • ✓When auditing changes made to a specific part of the code.

Example of what to ask your AI

“Review the changes in this code for bugs and security issues.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/find-bugs/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/find-bugs/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The tool compares old and new code versions, checks user inputs, database queries, and other important parts. Then, it uses a checklist to find common security problems and bugs.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add sickn33/agentic-awesome-skills --skill find-bugs

Or download just the file:

curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/find-bugs/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Find Bugs

Review changes on this branch for bugs, security vulnerabilities, and code quality issues.

When to Use

  • You need a review focused on bugs, security issues, or risky code changes.
  • The task involves auditing the current branch diff rather than implementing new behavior.
  • You want a structured review process with checklist-driven verification against changed files.

Phase 1: Complete Input Gathering

  1. Establish the requested base and head as verified commit SHAs. Check the remote/default branch if needed; do not assume a stale local branch is current. Read the full branch diff with git diff "$BASE_SHA...$HEAD_SHA" --, using validated refs in separately quoted arguments. Include staged and unstaged changes when they are in scope; preserve the checkout.
  2. If output is truncated, read each changed file individually until you have seen every changed line
  3. List all files modified in this branch before proceeding

Phase 2: Attack Surface Mapping

For each changed file, identify and list:

  • All user inputs (request params, headers, body, URL components)
  • All database queries
  • All authentication/authorization checks
  • All session/state operations
  • All external calls
  • All cryptographic operations

Phase 3: Security Checklist (check EVERY item for EVERY file)

  • Injection: SQL, command, template, header injection
  • XSS: All outputs in templates properly escaped?
  • Authentication: Auth checks on all protected operations?
  • Authorization/IDOR: Access control verified, not just auth?
  • CSRF: State-changing operations protected?
  • Race conditions: TOCTOU in any read-then-write patterns?
  • Session: Fixation, expiration, secure flags?
  • Cryptography: Secure random, proper algorithms, no secrets in logs?
  • Information disclosure: Error messages, logs, timing attacks?
  • DoS: Unbounded operations, missing rate limits, resource exhaustion?
  • Business logic: Edge cases, state machine violations, numeric overflow?

Phase 4: Verification

For each potential issue:

  • Check if it's already handled elsewhere in the changed code
  • Search for existing tests covering the scenario
  • Read surrounding context to verify the issue is real

Phase 5: Pre-Conclusion Audit

Before finalizing, you MUST:

  1. List every file you reviewed and confirm you read it completely
  2. List each applicable checklist item as a finding, verified within the reviewed scope, not applicable, or unverified; absence of a finding is not proof of security
  3. List any areas you could NOT fully verify and why
  4. Only then provide your final findings

Output Format

Prioritize: security vulnerabilities > bugs > code quality

Skip: stylistic/formatting issues

For each issue:

  • File:Line - Brief description
  • Severity: Critical/High/Medium/Low
  • Problem: What's wrong
  • Evidence: Concrete trigger, reachable path and observed or reasoned impact; missing tests alone do not prove a bug
  • Fix: Concrete suggestion
  • References: OWASP, RFCs, or other standards if applicable

If you find nothing significant, say so - don't invent issues.

For a review-only request, report findings without changing code. An explicit combined review-and-fix request authorizes scoped repairs and verification; preserve the distinction between findings and completed fixes.

Example

User request:

Review the current branch diff for real bugs, security issues, and regressions, citing exact files and lines.

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
FAQ

What are 'bugs'?

Bugs are errors in the code that cause the program to behave unexpectedly or stop working.

What are 'security vulnerabilities'?

These are flaws in the code that malicious actors could exploit to steal data or damage the system.

Does the tool fix the issues it finds?

The tool identifies problems and suggests how to fix them, but the final correction usually needs to be made by the programmer.

Details

Original description by the author

Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.

repo: sickn33/agentic-awesome-skills

Popularity

GitHub stars
48k
Ranking position
#3002
License
MIT
Updated
10/15/2026

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