Skill
ai-ml-attacks
This skill should be used when the user asks about "AI security", "ML pipeline attacks", "prompt injection", "model deserialization", "unsafe model loading",…
@allsmogView SkillSecurity
Skill
/review-pr
Diff-aware PR security review with verified findings and PR comment payload.
Install
$ npx -y skills add allsmog/vuln-scout --skill review-pr --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/review-pr
Context preview
The summary Claude sees to decide when to auto-load this skill.
Diff-aware PR security review with verified findings and PR comment payload.
SKILL.md
review-pr.SKILL.mdname: review-pr description: Diff-aware PR security review with verified findings and PR comment payload.
Review PR
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.
Workflow
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.
Produces
- `.claude/diff-findings.json`
- `pr-comment.md`
- optional `evidence-bundle/`
When NOT To Trigger
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.
Ships withvuln-scout
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.
Get the whole plugin
Stats
24
Stars
4
Forks
Maintained
Maintenance
Python
Language
MIT
License
3mo ago
Last commit
6mo ago
Created
Repo: allsmog/vuln-scout
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