sickn33/antigravity-awesome-skills/find-bugs
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Checking that the SKILL.md file is still in the repository.
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.
Install
npx vskill@latest install sickn33/antigravity-awesome-skills/find-bugsSKILL.md
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
- 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. - 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 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
- 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: 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.
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/find-bugs/SKILL.md
Popularity
- Repository stars
- 27,680
- Repository forks
- 4,652
- Repository npm downloads, 7 days
- 6,951
- 7-day trend score
- 72
Stars and forks are for the whole GitHub repository, not this skill alone. Downloads are for the repository's npm package. Refreshed 21 Mar 2026, 7 months ago.
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