Skill audit report

Pi Research Audit report.

pi-research provides free unlimited web search and a knowledge store for AI agents, packaged as an installable agent skill with smart and safe tooling.

BLOCKED · BLOCKNeeds reviewGenerated Nov 3, 2026Heuristic metadata audit
76
Audit
70
Trust
70
Quality
75
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

70
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

28 GitHub stars

Stars/forks activity

WARN

43

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

Recent maintenance

PASS

88

3mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

100

Metadata includes enough usage and workflow context

Dependency/runtime risk

FAIL

36

command execution surface, credential or environment access

Install availability

PASS

92

npx skills add Lincoln504/pi-research

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

22

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/Lincoln504/pi-research

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 · 13 Needs review

Install path

92

PASS

npx skills add Lincoln504/pi-research

Repository

88

PASS

https://github.com/Lincoln504/pi-research

License

86

PASS

MIT

Maintenance

88

PASS

3mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

100

PASS

Usable description available

Dependency risk

36

FIX

command execution surface, credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

22

FIX

secrets or environment access, shell or command execution

Stars/forks activity

43

FIX

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

Adoption

42

CHECK

28 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 28 GitHub stars
  • Stars/forks activity: 28 stars, 3 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution

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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