Skill audit report

starting-a-new-project Audit report.

Use when the workspace is empty — no code yet — and the user brings a raw idea: the brand-new branch of setting-up-a-project, normally reached via that dispatcher, directly only when the situation is unmistakable. Not for features in an existing project — use brainstorming instead.

REVIEWED · REVIEWNeeds reviewGenerated Aug 24, 2026Heuristic metadata audit
78
Audit
74
Trust
63
Quality
80
Security
100
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

38 GitHub stars

Stars/forks activity

WARN

43

38 stars, 8 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

Pushed today

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

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 11 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

Pushed today

AI review

55

CHECK

The skill references external concept skills (writing-specs, asking-user-questions) that are not included in the submission. This may cause runtime failures if those skills are not available in the agent environment.

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

43

FIX

38 stars, 8 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

38 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
  • The skill references external concept skills (writing-specs, asking-user-questions) that are not included in the submission. This may cause runtime failures if those skills are not available in the agent environment.
  • Low GitHub adoption signal
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • GitHub adoption: 38 GitHub stars
  • Stars/forks activity: 38 stars, 8 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.

Compare nearby options

Related skills to audit next