Star200+

Skill audit report

idea-sprint Audit report.

Find and validate what to build in crypto. Use when the user asks "what should I build", "validate this idea", "is this worth building", "find me a startup idea", "crypto idea", or wants blunt feedback on a project concept before writing code.

REVIEWED · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
79
Audit
73
Trust
66
Quality
83
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

73
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

97 GitHub stars

Stars/forks activity

WARN

53

97 stars, 60 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

2d since push

License clarity

PASS

86

MIT

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 solanabr/solana-ai-kit --skill idea-sprint

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

100

no high-risk permission surface in public metadata

Repository evidence

PASS

86

https://github.com/solanabr/solana-ai-kit/tree/main/.claude/skills/idea-sprint

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 · 10 Needs review

Install path

92

PASS

npx skills add solanabr/solana-ai-kit --skill idea-sprint

Repository

88

PASS

https://github.com/solanabr/solana-ai-kit/tree/main/.claude/skills/idea-sprint

License

86

PASS

MIT

Maintenance

100

PASS

2d since push

AI review

55

CHECK

The skill references multiple external files (e.g., interview-framework.md, crypto-necessity-test.md, scoring-rubric.md, customer-signal-rubric.md, validation-framework.md, pivot-or-persist.md, and datasets under ../ext/solana-new/...) that are not included in the submitted skill directory. This makes the skill incomplete and potentially non-functional if those files are absent.

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

100

PASS

no high-risk permission surface in public metadata

Stars/forks activity

53

FIX

97 stars, 60 forks; issue activity unavailable in current metadata

Adoption

68

INFO

97 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 multiple external files (e.g., interview-framework.md, crypto-necessity-test.md, scoring-rubric.md, customer-signal-rubric.md, validation-framework.md, pivot-or-persist.md, and datasets under ../ext/solana-new/...) that are not included in the submitted skill directory. This makes the skill incomplete and potentially non-functional if those files are absent.
  • The skill also references an external 'Live hackathon landscape' (ext/colosseum) which is not part of the submission, further increasing dependency on unprovided resources.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • GitHub adoption: 97 GitHub stars
  • Stars/forks activity: 97 stars, 60 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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