Skill audit report

think-consider-the-unknowns Audit report.

Produces a known-unknowns ledger by enumerating the relevant evidence not in hand, the variables that bear on a judgment but are unknown or unobservable, rating each unknown by its bearing and its obtainability, then re-rating confidence against the mapped gap. Use when a consequential one-off judgment rests on thin or partial evidence, no usable base rate exists, and the confidence on the table may be inflated by what was never looked at. Not for cases with a real reference class, for widening a numeric interval, or for unknowns cheap enough to just go resolve.

REVIEWED · REVIEWNeeds reviewGenerated Oct 21, 2026Heuristic metadata audit
75
Audit
74
Trust
54
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

FAIL

30

20 GitHub stars

Stars/forks activity

FAIL

32

20 stars, 2 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

5d since push

License clarity

PASS

86

Apache-2.0

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 product-on-purpose/thinking-framework-skills --skill think-consider-the-unknowns

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/product-on-purpose/thinking-framework-skills/tree/main/skills/think-consider-the-unknowns

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 9 Needs review

Install path

92

PASS

npx skills add product-on-purpose/thinking-framework-skills --skill think-consider-the-unknowns

Repository

88

PASS

https://github.com/product-on-purpose/thinking-framework-skills/tree/main/skills/think-consider-the-unknowns

License

86

PASS

Apache-2.0

Maintenance

100

PASS

5d since push

AI review

55

CHECK

Review approval is missing

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

86

PASS

filesystem or document access

Stars/forks activity

32

FIX

20 stars, 2 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

20 GitHub stars

Warnings

  • Low GitHub adoption signal
  • AI review approval is missing
  • Quality score needs review
  • GitHub adoption: 20 GitHub stars
  • Stars/forks activity: 20 stars, 2 forks; issue activity unavailable in current metadata
  • 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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