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skill-discovery Audit Report | OpenAgentSkill | OpenAgentSkill

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Skills/skill-discovery/Audit

Skill audit report

skill-discovery Audit report.

Find agent skills and skill repositories on GitHub.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Sep 9, 2026Heuristic metadata audit

74

Audit

70

Trust

58

Quality

75

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

70

Manual review

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

OpenAgentSkill Registry

Privacy ContactBuilt for agent-native discovery

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

51 GitHub stars

Stars/forks activity

WARN

43

51 stars, 4 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

64

command execution surface, network or browser surface

Install availability

PASS

92

npx skills add dannote/dot-pi --skill skill-discovery

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

48

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/dannote/dot-pi/tree/master/skills/skill-discovery

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 12 Needs review

Install path

92

PASS

npx skills add dannote/dot-pi --skill skill-discovery

Repository

88

PASS

https://github.com/dannote/dot-pi/tree/master/skills/skill-discovery

License

86

PASS

MIT

Maintenance

100

PASS

4d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

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

48

FIX

shell or command execution, filesystem or document access

Stars/forks activity

43

FIX

51 stars, 4 forks; issue activity unavailable in current metadata

Adoption

68

INFO

51 GitHub stars

Warnings

Permission surface may require sandboxing
AI review approval is missing
Quality score needs review
Permission surface needs review: shell or command execution, filesystem or document access
GitHub adoption: 51 GitHub stars
Stars/forks activity: 51 stars, 4 forks; issue activity unavailable in current metadata
Permission surface: shell or command execution, filesystem or document access
Review status: AI review approval is missing

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 dannote/dot-pi --skill skill-discovery

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: 74/100
Quality: 58/100
Trust: 70/100
Install safety: 92/100
Permission surface: 48/100
Maintenance: 4d since push
Events: No events yet
GitHub stars: 51
Last push: Sep 4, 2026

Agent safety v2

42/100 · 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
42/100 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.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

High-risk permission hints: Shell or command execution
Permission surface may require sandboxing

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