Skill audit report

adjudication-sheets Audit report.

Build human adjudication / hand-labeling sheets from LLM-pipeline data without evidence truncation. Use when: (1) preparing a CSV/Excel sheet for a human to rule on cases an LLM classifier or rater panel judged, (2) a labeler reports "there is no information to label from" or cells look empty in Excel, (3) excerpt columns cluster at one exact length (e.g. all 1,500 chars — a hard truncation cap). Covers: full rating-basis recovery, Excel 32,767-char cell cap, multi-line CSV mangling, ruling dropdowns, companion text files.

REVIEWED · REVIEWNeeds reviewGenerated Aug 24, 2026Heuristic metadata audit
80
Audit
79
Trust
64
Quality
86
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

79
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

47 GitHub stars

Stars/forks activity

WARN

43

47 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

Pushed today

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

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 kennethkhoocy/applied-micro-skills --skill adjudication-sheets

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/kennethkhoocy/applied-micro-skills/tree/main/plugins/applied-micro/skills/adjudication-sheets

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 6 Needs review

Install path

92

PASS

npx skills add kennethkhoocy/applied-micro-skills --skill adjudication-sheets

Repository

88

PASS

https://github.com/kennethkhoocy/applied-micro-skills/tree/main/plugins/applied-micro/skills/adjudication-sheets

License

86

PASS

MIT

Maintenance

100

PASS

Pushed today

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

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

86

PASS

filesystem or document access

Stars/forks activity

43

FIX

47 stars, 0 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

47 GitHub stars

Warnings

  • Low GitHub adoption signal
  • Quality score needs review
  • GitHub adoption: 47 GitHub stars
  • Stars/forks activity: 47 stars, 0 forks; issue activity unavailable in current 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.

Compare nearby options

Related skills to audit next