Star200+

Skill audit report

vibe-science Audit report.

Scientific research engine with adversarial review, tree search, and serendipity detection. Use when: exploring hypotheses, validating findings against literature, running computational experiments with quality gates, or hunting for unexpected discoveries. Do NOT use for simple Q&A, code editing, or non-research tasks.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
74
Audit
67
Trust
59
Quality
79
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

67
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

30

16 GitHub stars

Stars/forks activity

FAIL

32

16 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

3d 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 th3vib3coder/vibe-science --skill vibe-science

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/th3vib3coder/vibe-science/tree/main/archive/vibe-science-v5.0-codex

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 13 Needs review

Install path

92

PASS

npx skills add th3vib3coder/vibe-science --skill vibe-science

Repository

88

PASS

https://github.com/th3vib3coder/vibe-science/tree/main/archive/vibe-science-v5.0-codex

License

86

PASS

Apache-2.0

Maintenance

100

PASS

3d since push

AI review

55

CHECK

No explicit safe operating boundaries or security considerations are documented in the provided SKILL.md excerpt.

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

74

CHECK

filesystem or document access, database access

Stars/forks activity

32

FIX

16 stars, 0 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

16 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
  • No explicit safe operating boundaries or security considerations are documented in the provided SKILL.md excerpt.
  • The skill relies on multiple auxiliary files (fault taxonomy, judge rubric, etc.) that must be present for correct operation; ensure packaging includes them.
  • 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: 16 GitHub stars
  • Stars/forks activity: 16 stars, 0 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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