Skill audit report

Awesome Agent Skills For Empirical Research Audit report.

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

REVIEWED · REVIEWSafe to tryGenerated Nov 8, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Production candidate

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

1.8K GitHub stars

Stars/forks activity

PASS

1.8K stars, 272 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

5mo since push

License clarity

WARN

Unknown

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

no major dependency risk hints in public metadata

Install availability

PASS

npx skills add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

100

no high-risk permission surface in public metadata

Repository evidence

PASS

https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research

Review status

PASS

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 4 Needs review

Install path

PASS

npx skills add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research

Repository

PASS

https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research

License

CHECK

Unknown

Maintenance

CHECK

5mo since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

no major dependency risk hints in public metadata

Install command safety

PASS

standard package or runtime install path

Permission surface

100

PASS

no high-risk permission surface in public metadata

Stars/forks activity

PASS

1.8K stars, 272 forks; issue activity unavailable in current metadata

Adoption

PASS

1.8K GitHub stars

Warnings

License is unclear
License clarity: Unknown

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.

Review the source

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: Stata + AI Agents
Alternatives: 3

Open agent JSON

Signals

Audit score: 87/100
Quality: 93/100
Trust: 86/100
Install safety: 92/100
Permission surface: 100/100
Maintenance: 5mo since push
Events: 77 events
GitHub stars: 1.8K
Last push: Jun 9, 2026

Agent safety v2

75/100 · Avoid automatic install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.
Safe-to-try audit
75/100 agent safety score

Network access

medium

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

License is unclear
Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.

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Awesome Agent Skills For Empirical Research Audit report.

OpenAgentSkill Trust Score

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