Star200+

Skill audit report

Paper_claw Audit report.

A tool for generating personalized daily research paper digests from arXiv and other sources, with AI-powered summaries and agent integration.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
81
Audit
76
Trust
72
Quality
81
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

76
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

32 GitHub stars

Stars/forks activity

WARN

43

32 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

29d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

100

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

command execution surface, network or browser surface

Install availability

PASS

92

npx skills add PigeonDan1/paper_claw

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

50

shell or command execution, network or browser access

Repository evidence

PASS

86

https://github.com/PigeonDan1/paper_claw

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 11 Needs review

Install path

92

PASS

npx skills add PigeonDan1/paper_claw

Repository

88

PASS

https://github.com/PigeonDan1/paper_claw

License

86

PASS

MIT

Maintenance

100

PASS

29d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

100

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

50

FIX

shell or command execution, network or browser access

Stars/forks activity

43

FIX

32 stars, 3 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

32 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: shell or command execution, network or browser access
  • GitHub adoption: 32 GitHub stars
  • Stars/forks activity: 32 stars, 3 forks; issue activity unavailable in current metadata
  • Permission surface: shell or command execution, network or browser access

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

Last30days Skill

Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.

54K Stars · Audit report

Academic Research Skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

38K Stars · Audit report

GPT Researcher

Run autonomous deep research over web and local sources

28K Stars · Audit report