Skill audit report

materials-paper-card Audit report.

Build a source-grounded deep-reading Paper Card for one materials-science paper, preprint, PDF, DOI page, or pasted text: fixed Sections 01-16 covering bibliographic position, research question, background route, pain point, core insight, material system and processing route, method and module logic, essential formulas, experiment-to-claim evidence chain, characterization-chain reading, conclusion boundaries, author-stated limitations, critical analysis, learned knowledge, knowledge connections, and testable research ideas. Also trigger for 深读卡、论文精读卡片、单篇 深度解析、证据链、批判性分析、研究想法. Do not use for full-paper translation, formal peer-review reports, batch literature monitoring, or public-article writing.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
73
Audit
74
Trust
54
Quality
79
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

74
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

37 GitHub stars

Stars/forks activity

WARN

43

37 stars, 2 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

3mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add cooleava1-gif/Materials-Science-Skills --skill materials-paper-card

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

74

filesystem or document access, database access

Repository evidence

PASS

86

https://github.com/cooleava1-gif/Materials-Science-Skills/tree/main/plugins/materials-skills/skills/materials-paper-card

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 10 Needs review

Install path

92

PASS

npx skills add cooleava1-gif/Materials-Science-Skills --skill materials-paper-card

Repository

88

PASS

https://github.com/cooleava1-gif/Materials-Science-Skills/tree/main/plugins/materials-skills/skills/materials-paper-card

License

86

PASS

MIT

Maintenance

88

PASS

3mo since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

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

74

CHECK

filesystem or document access, database access

Stars/forks activity

43

FIX

37 stars, 2 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

37 GitHub stars

Warnings

  • Low GitHub adoption signal
  • AI review approval is missing
  • Quality score needs review
  • GitHub adoption: 37 GitHub stars
  • Stars/forks activity: 37 stars, 2 forks; issue activity unavailable in current metadata
  • 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.

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