Skill audit report

deep-research Audit report.

Conduct systematic source-backed research with scoped questions, triangulation, contradiction handling, and citation-ready synthesis.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 13, 2026Heuristic metadata audit
73
Audit
72
Trust
56
Quality
77
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

72
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

55 GitHub stars

Stars/forks activity

WARN

48

55 stars, 41 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

credential or environment access

Install availability

PASS

92

npx skills add Rylaispirit/rylai-codex-hermes-skills --skill deep-research

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, network or browser access

Repository evidence

PASS

86

https://github.com/Rylaispirit/rylai-codex-hermes-skills/tree/main/skills/deep-research

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 12 Needs review

Install path

92

PASS

npx skills add Rylaispirit/rylai-codex-hermes-skills --skill deep-research

Repository

88

PASS

https://github.com/Rylaispirit/rylai-codex-hermes-skills/tree/main/skills/deep-research

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

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, network or browser access

Stars/forks activity

48

FIX

55 stars, 41 forks; issue activity unavailable in current metadata

Adoption

68

INFO

55 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, network or browser access
  • GitHub adoption: 55 GitHub stars
  • Stars/forks activity: 55 stars, 41 forks; issue activity unavailable in current metadata
  • Permission surface: secrets or environment access, network or browser access
  • Review status: AI review approval is missing

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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