Skill audit report

raptor-loop-hunt Audit report.

Autonomous, looping, multi-altitude security vulnerability hunting for source code using RAPTOR's inventory-first generate-judge-verify methodology. Use by default when the user points to a repo, service, app, module, or directory and asks to audit, pentest, security-review, find bugs, or find anything exploitable. Depth cues such as go deep, find every bug, exhaustive, maximum coverage, keep hunting, verified not guessed, auto-research, or file/function-by-function strengthen the match, but a plain source-code security audit also qualifies. Do not use for webserver/config-only audits, one known-CVE reproduction, a one-file/function sanity check, dependency/SCA lookup, PR or style review, debugging one specific crash, or attack-surface mapping without vulnerability hunting.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
78
Audit
75
Trust
67
Quality
82
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

75
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

217 GitHub stars

Stars/forks activity

WARN

57

217 stars, 18 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

72

credential or environment access

Install availability

PASS

92

npx skills add dinosn/raptor-loop-hunt --skill raptor-loop-hunt

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/dinosn/raptor-loop-hunt/blob/main/SKILL.md

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 11 Needs review

Install path

92

PASS

npx skills add dinosn/raptor-loop-hunt --skill raptor-loop-hunt

Repository

88

PASS

https://github.com/dinosn/raptor-loop-hunt/blob/main/SKILL.md

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

72

CHECK

credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

secrets or environment access, filesystem or document access

Stars/forks activity

57

FIX

217 stars, 18 forks; issue activity unavailable in current metadata

Adoption

68

INFO

217 GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

  • Permission surface may require sandboxing
  • Financial research output is not financial advice; require human review before any live investment decision
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • Stars/forks activity: 217 stars, 18 forks; issue activity unavailable in current metadata
  • Permission surface: secrets or environment access, filesystem or document access

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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