vulnhunter-fix

vulnhunter-fix is an Application security skill for AI agents, published by capitalone in the VulnHunter repository on GitHub. Skillspace rates vulnhunter-fix D (67/100) and the safety scan flagged it for review; the rating is based on static analysis only.

Automate vulnerability remediation from VulnHunter scan results using TDD. Parses VulnHunter findings, writes exploit demos proving each vulnerability, writes security tests that define correct behavior (RED), implements fixes to pass those tests (GREEN), and delivers via PR or fallback GitHub issue. Each PR includes the exploit demo, failing-then-passing test, and fix. Use when the user says "/vulnhunter-fix", "fix the vulnerabilities", "remediate the findings", "apply the security fixes", "create PRs for the vuln fixes", or provides a GitHub repo URL alongside a VulnHunter results path.

Grade
D
Quality
67 / 100
Safety
Needs review
GitHub stars
608

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubcapitalone/VulnHunter

Our review

Architecture
76 / 100
Maturity
Structured: ships references or scripts
Security scan
Medium-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • suspicious outbound endpoint
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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