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claw-ancestry-pca Audit Report | OpenAgentSkill | OpenAgentSkill

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Skills/claw-ancestry-pca/Audit

Skill audit report

claw-ancestry-pca Audit report.

Ancestry decomposition PCA against the Simons Genome Diversity Project

EXPERIMENTAL · REVIEWNeeds reviewGenerated Sep 8, 2026Heuristic metadata audit

81

Audit

73

Trust

77

Quality

78

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

73

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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Skills Gallery New submissions Agent Skills

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What Is an Agent Skill?AI Agent Skills Tasks Packs Best Skills New & Trending Workflow Recipes Use Cases Agents Agent Entry

Trust

Compare Safety Gate Skills Registry Rankings

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Outcome Loop Audits Official Weekly Reports Monthly Index State of Agent Skills vs skills.sh AgentSkills.io Alternative

Build

Docs About Contact API

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llms.txt OpenAPI CLI Creator Kit Skill Creators X Growth Kit Submit Blog Guides Activity

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Privacy ContactBuilt for agent-native discovery

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

100

4d 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

100

PASS

4d 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.

Install path

Review the report before installing into production agents.

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

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 81/100
Quality: 77/100
Trust: 73/100
Install safety: 92/100
Permission surface: 62/100
Maintenance: 4d since push
Events: No events yet
GitHub stars: 1.1K
Last push: Sep 4, 2026

Agent safety v2

53/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

High-risk permission hints: Shell or command execution
53/100 agent safety score

Shell or command execution

high

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

High-risk permission hints: Shell or command execution
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.

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