Skill audit report

Speak Human Tw audit report.

A skill for AI agents (Claude Code, Codex, Cursor) that rewrites Traditional Chinese text to remove AI writing patterns, correct China-Taiwan localization, and fix punctuation.

VERIFIED · ALLOWSafe to tryGenerated Jul 28, 2026Heuristic metadata audit
95
Audit
91
Trust
100
Quality
91
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

91
Production candidate

Stars, maintenance, license, docs, install safety, permission surface, and installability.

The Trust Score is OpenAgentSkill's adoption layer. It is designed to help an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

76

691 GitHub stars

Stars/forks activity

INFO

71

691 stars, 79 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

4d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

100

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add Raymondhou0917/speak-human-tw

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

100

no high-risk permission surface in public metadata

Repository evidence

PASS

86

https://github.com/Raymondhou0917/speak-human-tw

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

10 passed · 1 review

Install path

92

PASS

npx skills add Raymondhou0917/speak-human-tw

Repository

88

PASS

https://github.com/Raymondhou0917/speak-human-tw

License

86

PASS

MIT

Maintenance

100

PASS

4d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

100

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

100

PASS

no high-risk permission surface in public metadata

Stars/forks activity

71

CHECK

691 stars, 79 forks; issue activity unavailable in current metadata

Adoption

88

PASS

691 GitHub stars

Warnings

No major warnings detected from available metadata.

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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