Skill audit report

claw-ancestry-pca Audit report.

Ancestry decomposition PCA against the Simons Genome Diversity Project

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 7, 2026Heuristic metadata audit
78
Audit
72
Trust
74
Quality
78
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

PASS

86

1.1K GitHub stars

Stars/forks activity

PASS

83

1.1K stars, 259 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

70

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add ClawBio/ClawBio --skill claw-ancestry-pca

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/ClawBio/ClawBio/tree/main/skills/claw-ancestry-pca

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 · 6 Needs review

Install path

92

PASS

npx skills add ClawBio/ClawBio --skill claw-ancestry-pca

Repository

88

PASS

https://github.com/ClawBio/ClawBio/tree/main/skills/claw-ancestry-pca

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The SKILL.md mentions a 'bundled' SGDP reference panel, but the file listing does not show the reference data files. Ensure they are included in the repository or clearly documented for download.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

72

CHECK

command execution surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

83

PASS

1.1K stars, 259 forks; issue activity unavailable in current metadata

Adoption

88

PASS

1.1K GitHub stars

Warnings

  • The SKILL.md mentions a 'bundled' SGDP reference panel, but the file listing does not show the reference data files. Ensure they are included in the repository or clearly documented for download.
  • The code excerpt is truncated; full implementation not visible for review, but the structure and tests suggest a well-organized script.
  • Quality score needs review

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.

Compare nearby options

Related skills to audit next