Skill audit report

thinking-jobs-to-be-done Audit report.

Deciding what to build or why adoption fails. Recover the progress users hire a solution for under a circumstance, then rank by outcome and competing workarounds.

REVIEWED · REVIEWNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

1.3K GitHub stars

Stars/forks activity

INFO

1.3K stars, 160 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

3mo since push

License clarity

PASS

MIT

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

no major dependency risk hints in public metadata

Install availability

PASS

npx skills add tjboudreaux/cc-thinking-skills --skill thinking-jobs-to-be-done

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

database access

Repository evidence

PASS

https://github.com/tjboudreaux/cc-thinking-skills/tree/main/skills/thinking-jobs-to-be-done

Review status

PASS

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 3 Needs review

Install path

PASS

npx skills add tjboudreaux/cc-thinking-skills --skill thinking-jobs-to-be-done

Repository

PASS

https://github.com/tjboudreaux/cc-thinking-skills/tree/main/skills/thinking-jobs-to-be-done

License

PASS

MIT

Maintenance

CHECK

3mo since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

no major dependency risk hints in public metadata

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

database access

Stars/forks activity

CHECK

1.3K stars, 160 forks; issue activity unavailable in current metadata

Adoption

PASS

1.3K GitHub stars

Warnings

Quality score needs review

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.

Install path

Review the report before installing into production agents.

$ npx skills add tjboudreaux/cc-thinking-skills --skill thinking-jobs-to-be-done

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 81/100
Quality: 75/100
Trust: 81/100
Install safety: 92/100
Permission surface: 88/100
Maintenance: 3mo since push
Events: 14 events
GitHub stars: 1.3K
Last push: Aug 7, 2026

Agent safety v2

65/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Quality score needs review
65/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

Quality score needs review

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thinking-jobs-to-be-done Audit report.

OpenAgentSkill Trust Score

Install and adoption review

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