Skill audit report

Computational Chemistry Agent Skills Audit report.

A collection of 34 installable agent skills for running computational-chemistry workflows in OpenClaw, with clear documentation and a DOI citation.

REVIEWED · REVIEWSafe to tryGenerated Aug 22, 2026Heuristic metadata audit
92
Audit
88
Trust
94
Quality
89
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

88
Production candidate

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

128 GitHub stars

Stars/forks activity

WARN

57

128 stars, 26 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

5d since push

License clarity

PASS

86

LGPL-3.0

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 jinzhezenggroup/computational-chemistry-agent-skills

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/jinzhezenggroup/computational-chemistry-agent-skills

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 · 2 Needs review

Install path

92

PASS

npx skills add jinzhezenggroup/computational-chemistry-agent-skills

Repository

88

PASS

https://github.com/jinzhezenggroup/computational-chemistry-agent-skills

License

86

PASS

LGPL-3.0

Maintenance

100

PASS

5d 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

86

PASS

filesystem or document access

Stars/forks activity

57

FIX

128 stars, 26 forks; issue activity unavailable in current metadata

Adoption

68

INFO

128 GitHub stars

Warnings

  • Stars/forks activity: 128 stars, 26 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.

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