ai-ml-attacks
This skill should be used when the user asks about "AI security", "ML pipeline attacks", "prompt injection", "model…
Diff-aware PR security review with verified findings and PR comment payload.
Claude Code
$ npx -y skills add allsmog/vuln-scout --skill review-pr --agent claude-code
Codex
$ npx skills add allsmog/vuln-scout --skill review-pr -a codex -y
Cursor
$ npx skills add allsmog/vuln-scout --skill review-pr -a cursor -y
Gemini CLI
$ npx skills add allsmog/vuln-scout --skill review-pr -a gemini-cli -y
GitHub Copilot
$ npx skills add allsmog/vuln-scout --skill review-pr -a github-copilot -y
OpenCode
$ npx skills add allsmog/vuln-scout --skill review-pr -a opencode -y
Windsurf
$ npx skills add allsmog/vuln-scout --skill review-pr -a windsurf -y
name: review-pr description: Diff-aware PR security review with verified findings and PR comment payload.
Use this task skill when the user asks to review this PR, scan a PR, run a diff scan, or check a pull request for vulnerabilities.
1. Identify the base ref, defaulting to `origin/main` when the user does not specify one. 2. Run `/vuln-scout:diff <base>` to produce changed-code findings. 3. Call `code-reviewer` on new or changed findings only. 4. Run `/vuln-scout:verify --from .claude/diff-findings.json` for findings that affect the PR. 5. Call `false-positive-verifier` for high-impact or ambiguous results. 6. Trigger `poc-safety-check` before any dynamic validation or PoC work. 7. Render `/vuln-scout:report --format md` for the PR comment payload. 8. Optionally render `/vuln-scout:report --format bundle --output evidence-bundle` for evidence handoff.
Do not trigger for general git diff questions, style-only code review, STRIDE threat modeling, or framework-specific vulnerability education without a PR review request.
AI-powered whitebox penetration testing plugin for Claude Code. 9 languages, 22 skills, 7 autonomous agents. STRIDE threat modeling, OWASP 2025 coverage, polyglot monorepo support.
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