askill
find-bugs

find-bugsSafety 100Repository

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.

0 stars
1.2k downloads
Updated 2/20/2026

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SKILL.md

Find Bugs

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

When to Use This Skill

Use this skill when:

  • Asked to review changes
  • Finding bugs in code
  • Performing security reviews
  • Auditing code on the current branch
  • Reviewing pull request changes

Phase 1: Complete Input Gathering

  1. Get the FULL diff: git diff $(gh repo view --json defaultBranchRef --jq '.defaultBranchRef.name')...HEAD
  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 every checklist item and note whether you found issues or confirmed it's clean
  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: 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.

Install

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Requires askill CLI v1.0+

AI Quality Score

92/100Analyzed 3/9/2026

High-quality, well-structured skill for finding bugs and security vulnerabilities. Contains five detailed phases with specific git commands, attack surface mapping, comprehensive security checklist, and clear output format. Clearly marks safety (read-only) and provides excellent guidance on when to use. Located in dedicated skills folder. Low internal-only signal - methodology is broadly applicable.

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Metadata

Licenseunknown
Version-
Updated2/20/2026
Publisherzhugez

Tags

databasesecuritytesting