Skill audit report

admiral Audit report.

Parent skill for the admiral ADaM derivation family. Covers shared conventions used across all admiral child skills: library setup, pipe style, date derivation rules, flag variable conventions, and QC patterns. Route to a child skill for dataset-specific derivation workflows.

REVIEWED · REVIEWNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit
77
Audit
75
Trust
64
Quality
83
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

104 GitHub stars

Stars/forks activity

WARN

57

104 stars, 23 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

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add RConsortium/pharma-skills --skill admiral

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

100

no high-risk permission surface in public metadata

Repository evidence

PASS

86

https://github.com/RConsortium/pharma-skills/tree/main/admiral

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 5 Needs review

Install path

92

PASS

npx skills add RConsortium/pharma-skills --skill admiral

Repository

88

PASS

https://github.com/RConsortium/pharma-skills/tree/main/admiral

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The SKILL.md is a parent skill and does not include a complete end-to-end workflow; it relies on child skills for dataset-specific derivations. This is by design but may be less immediately actionable without the child skills loaded.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

100

PASS

no high-risk permission surface in public metadata

Stars/forks activity

57

FIX

104 stars, 23 forks; issue activity unavailable in current metadata

Adoption

68

INFO

104 GitHub stars

Warnings

  • The SKILL.md is a parent skill and does not include a complete end-to-end workflow; it relies on child skills for dataset-specific derivations. This is by design but may be less immediately actionable without the child skills loaded.
  • Quality score needs review
  • Stars/forks activity: 104 stars, 23 forks; issue activity unavailable in current metadata

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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