Find Bugs
SkillSecurityfind-bugs is a skill that lets an AI agent find bugs skill-style: it reviews changes on the current git branch and reports bugs, security vulnerabilities, and code-quality issues. Use it when asked to review changes, run a security review, or audit code on the current branch.
Use Find Bugs in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Find Bugs and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the Find Bugs skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
No other account needed.
Have a git repository with changes on the current branch that you want examined.
What your AI can do with it
- Find bugs in changes on the current git branch
- Identify security vulnerabilities in local branch changes
- Detect code quality issues in the current branch's changes
- Review changes when asked to find bugs or audit code
- Run a security review of the current branch
Getting started
- Have a git repository with changes on the current branch that you want examined.
- Add the find-bugs skill to your agent's available skills.
- Ask the agent to review changes, find bugs, do a security review, or audit code on the current branch.
What this skill tells your AI
The instructions your AI receives, as published by davila7/claude-code-templates in cli-tool/components/skills/sentry/find-bugs/SKILL.md and read by ahel’s review.
Review changes on this branch for bugs, security vulnerabilities, and code quality issues.
Phase 1: Complete Input Gathering
- Get the FULL diff:
git diff master...HEAD - If output is truncated, read each changed file individually until you have seen every changed line
- 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:
- List every file you reviewed and confirm you read it completely
- List every checklist item and note whether you found issues or confirmed it's clean
- List any areas you could NOT fully verify and why
- 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: Why this is real (not already fixed, no existing test, etc.)
- Fix: Concrete suggestion
- References: OWASP, RFCs, or other standards if applicable
If you find nothing significant, say so - don't invent issues.
Do not make changes - just report findings. I'll decide what to address.
Signals
- GitHub stars
- 32k
- Forks
- 4k
- Last commit
- Oct 2026
Questions
- When should this skill be used?
- Use it when asked to review changes, find bugs, do a security review, or audit code on the current branch.
- What does it look at?
- It examines changes on the current git branch, looking for bugs, security vulnerabilities, and code quality issues.
- Does it work on committed history or other branches?
- The skill is described as working on changes in the local branch, the current branch. Nothing else is stated about other branches or history.
Advanced
- Item type
- skill
- Key
find-bugs- Source
- github.com/davila7/claude-code-templates
github.com/davila7/claude-code-templates