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Skill v1.0.0

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adryanmoldokkr32-pixel/bug-hunter/vulnerability-validation
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PublishedSeptember 27, 2026 at 09:01 PM
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version: "1.0.0" 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/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
  1. Trace exploitability:
  • EASY
  • MEDIUM
  • HARD
  • NOT_EXPLOITABLE
  1. Check for mitigations already present in code, framework behavior, or deployment assumptions.
  2. For confirmed HIGH/CRITICAL security bugs, generate:
  • exploitation path
  • benign proof of concept
  • CVSS vector + score
  1. 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.
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