Star200+

Skill audit report

ai-assist-project-summary Audit report.

Generate a plain-language project overview, comprehensive engineer status update, and surgical documentation enhancement. Reads project docs, specs, dependencies, and git history. Use when onboarding, returning from time off, refreshing stale docs, or preparing project overviews.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
74
Audit
70
Trust
61
Quality
73
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

70
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

88 GitHub stars

Stars/forks activity

WARN

48

88 stars, 12 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

2d since push

License clarity

WARN

42

Unknown

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 jparkerweb/ai-assist-skills --skill ai-assist-project-summary

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/jparkerweb/ai-assist-skills/tree/main/skills/ai-assist-project-summary

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 13 Needs review

Install path

92

PASS

npx skills add jparkerweb/ai-assist-skills --skill ai-assist-project-summary

Repository

88

PASS

https://github.com/jparkerweb/ai-assist-skills/tree/main/skills/ai-assist-project-summary

License

45

CHECK

Unknown

Maintenance

100

PASS

2d since push

AI review

55

CHECK

Repository license is unknown; could be ambiguous for reuse or redistribution.

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

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

48

FIX

88 stars, 12 forks; issue activity unavailable in current metadata

Adoption

68

INFO

88 GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

  • License is unclear
  • Financial research output is not financial advice; require human review before any live investment decision
  • Repository license is unknown; could be ambiguous for reuse or redistribution.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • GitHub adoption: 88 GitHub stars
  • Stars/forks activity: 88 stars, 12 forks; issue activity unavailable in current metadata
  • License clarity: Unknown

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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