ai-ml-attacks
This skill should be used when the user asks about "AI security", "ML pipeline attacks", "prompt injection", "model…
@allsmogInstall SkillSecurity
Skill
/verify-finding
Drive a single finding through CPG verification and false-positive triage.
Claude Code
$ npx -y skills add allsmog/vuln-scout --skill verify-finding --agent claude-code
Codex
$ npx skills add allsmog/vuln-scout --skill verify-finding -a codex -y
Cursor
$ npx skills add allsmog/vuln-scout --skill verify-finding -a cursor -y
Gemini CLI
$ npx skills add allsmog/vuln-scout --skill verify-finding -a gemini-cli -y
GitHub Copilot
$ npx skills add allsmog/vuln-scout --skill verify-finding -a github-copilot -y
OpenCode
$ npx skills add allsmog/vuln-scout --skill verify-finding -a opencode -y
Windsurf
$ npx skills add allsmog/vuln-scout --skill verify-finding -a windsurf -y
SKILL.md
verify-finding.SKILL.mdname: verify-finding description: Drive a single finding through CPG verification and false-positive triage.
Verify Finding
Use this task skill when the user asks to verify `VSCOUT-*`, asks whether a finding is exploitable, or asks to confirm a specific finding.
Workflow
1. Locate the finding by ID, stable key, or `file:line` in `.claude/findings.json`. 2. Run `/vuln-scout:trace` on the source-to-sink path. 3. Run `/vuln-scout:verify` for CPG-backed confirmation. 4. Call `false-positive-verifier` when controls, sanitizers, or reachability are unclear. 5. Call `local-tester` only when dynamic validation is explicitly safe and useful. 6. Run `/vuln-scout:propagate` when a confirmed pattern may repeat. 7. Update `.claude/review-ledger.json` with the final verification state.
Produces
- Updated `.claude/review-ledger.json` entry
- optional trace artifact
When NOT To Trigger
Do not trigger for broad scans, PR review, generic exploitability education, dangerous-function lists, or CPG query syntax questions that do not name a finding.
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.
2635 skills9 agents
Stars on GitHub
Momentum
- stars in total
- 26
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Questions about verify-finding.
- Which coding agents can use verify-finding?
- verify-finding installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.