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Security
Skill

/vulnerability-validation

Validate security findings for exploitability, reachability, and real-world impact using Bug Hunter-native findings artifacts. Use after security scans, before patch generation, or whenever the user wants confirmation that a suspected vulnerability is actually exploitable.

From plugin
bug-hunter
56110 skills

Claude Code

$ npx -y skills add codexstar69/bug-hunter --skill vulnerability-validation --agent claude-code

SKILL.md

vulnerability-validation.SKILL.md
name: vulnerability-validation
description: Validate security findings for exploitability, reachability, and real-world impact using Bug Hunter-native findings artifacts. Use after security scans, before patch generation, or whenever the user wants confirmation that a suspected vulnerability is actually exploitable.

Vulnerability Validation

This is a bundled local Bug Hunter companion skill. It strengthens the security-specific parts of the Skeptic/Referee process.

Purpose

Take suspected or confirmed security findings and answer:

  • Is the vulnerable path reachable?
  • Can an attacker control the input?
  • Are there existing mitigations?
  • How exploitable is it really?
  • What is the CVSS / PoC / impact level?

Inputs

Prefer Bug Hunter-native artifacts:

  • `.bug-hunter/hunter-findings.json`
  • `.bug-hunter/threat-model.md`
  • `.bug-hunter/security-config.json`
  • `.bug-hunter/dep-findings.json` when dependency issues are involved

Workflow

1. Read the findings and isolate the security ones. 2. Trace reachability:

  • EXTERNAL
  • AUTHENTICATED
  • INTERNAL
  • UNREACHABLE

3. Trace exploitability:

  • EASY
  • MEDIUM
  • HARD
  • NOT_EXPLOITABLE

4. Check for mitigations already present in code, framework behavior, or deployment assumptions. 5. For confirmed HIGH/CRITICAL security bugs, generate:

  • exploitation path
  • benign proof of concept
  • CVSS vector + score

6. Feed the result back into Bug Hunter-native verdicting.

Outputs

When used as a companion to the main pipeline, keep outputs compatible with:

  • `.bug-hunter/referee.json`
  • `.bug-hunter/report.md`

If a separate validation artifact is helpful for the run, place it under `.bug-hunter/validated-findings.json`.

Important constraints

  • This skill validates findings; it does not replace the normal fix pipeline.
  • Keep outputs portable and self-contained under `.bug-hunter/`.
  • Prefer explicit reasoning for false positives so the user can trust dismissals.
Read more
@codexstar69
Ships withbug-hunter

Adversarial AI bug hunter with auto-fix skill for Claude Code, Cursor, Codex CLI, GitHub Copilot CLI, Kiro CLI, Opencode, Pi Coding Agent, and more. Multi-agent pipeline finds security vulnerabilities, logic errors, and runtime bugs — then fixes them autonomously on a safe branch.

Stars on GitHub

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Questions about vulnerability-validation.

Which coding agents can use vulnerability-validation?
vulnerability-validation 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.