Skill audit report

systematic-document-and-literature-review Audit report.

Use this skill when the user wants a systematic review, thematic synthesis, or cross-document analysis across multiple academic papers OR provided general documents (reports, internal memos, web articles). Retrieves sources via arXiv, internal Knowledge Base (KB), or direct URLs. Analyzes the content within the current context and outputs a fully structured synthesis report directly in the chat.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
77
Audit
75
Trust
63
Quality
85
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

75
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

77 GitHub stars

Stars/forks activity

WARN

48

77 stars, 49 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

82

database surface

Install availability

PASS

92

npx skills add LazyAGI/LazyMind --skill systematic-document-and-literature-review

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/LazyAGI/LazyMind/tree/main/skills/review/systematic-document-and-literature-review

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 5 Needs review

Install path

92

PASS

npx skills add LazyAGI/LazyMind --skill systematic-document-and-literature-review

Repository

88

PASS

https://github.com/LazyAGI/LazyMind/tree/main/skills/review/systematic-document-and-literature-review

License

86

PASS

Apache-2.0

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

82

PASS

database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

74

CHECK

filesystem or document access, database access

Stars/forks activity

48

FIX

77 stars, 49 forks; issue activity unavailable in current metadata

Adoption

68

INFO

77 GitHub stars

Warnings

  • Quality score needs review
  • GitHub adoption: 77 GitHub stars
  • Stars/forks activity: 77 stars, 49 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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