OpenAgentSkill
GitHub200+

Skill audit report

starting-a-new-project Audit report.

Use when the workspace is empty, has no code, and the user brings a raw project idea. Normally reached via setting-up-a-project; not for an existing project.

REVIEWED · REVIEWNeeds reviewGenerated Oct 14, 2026Heuristic metadata audit
82
Audit
80
Trust
69
Quality
83
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

80
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

76

512 GitHub stars

Stars/forks activity

INFO

65

512 stars, 41 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

6d 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

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add JetBrains/thinkrail --skill starting-a-new-project

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/JetBrains/thinkrail/tree/main/packages/pi-thinkrail-workflow/skills/starting-a-new-project

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 8 Needs review

Install path

92

PASS

npx skills add JetBrains/thinkrail --skill starting-a-new-project

Repository

88

PASS

https://github.com/JetBrains/thinkrail/tree/main/packages/pi-thinkrail-workflow/skills/starting-a-new-project

License

86

PASS

Apache-2.0

Maintenance

100

PASS

6d 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

86

PASS

filesystem or document access

Stars/forks activity

65

CHECK

512 stars, 41 forks; issue activity unavailable in current metadata

Adoption

88

PASS

512 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

  • Financial research output is not financial advice; require human review before any live investment decision
  • AI review approval is missing
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • 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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