Skill audit report

autopilot Audit report.

Run the idea-to-ship pipeline AUTONOMOUSLY, in character as a grounded founder-persona — composing ideate → deep-dive → prompt-pack → build-loop to take a real, grounded niche to a near-finish-line-AIMED first-draft product plus an honest ledger of what only a human or the market can finish. ALWAYS invoke when the user says any of "run autopilot", "build this idea→ship autonomously", "spin up a grounded founder and build it", "fly the whole pipeline end to end", or "autonomous first-draft from a concept". It composes the existing skills, never reimplementing them, and states its honest bounds — a near-finish-line first draft, NOT a finished or market-validated product (~80% craft ceiling; grounding firewall; its go/kill calls are a signal). Do NOT use to drive each phase by hand (use the skills directly), when there's no real grounding (you'd be inventing demand), or when you need market validation (the human handoff).

REVIEWED · REVIEWNeeds reviewGenerated Oct 12, 2026Heuristic metadata audit
77
Audit
76
Trust
61
Quality
87
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

76
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

83 GitHub stars

Stars/forks activity

WARN

43

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

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

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 nelsonwerd/idea-to-ship-skills --skill autopilot

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/nelsonwerd/idea-to-ship-skills/tree/main/skills/autopilot

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 7 Needs review

Install path

92

PASS

npx skills add nelsonwerd/idea-to-ship-skills --skill autopilot

Repository

88

PASS

https://github.com/nelsonwerd/idea-to-ship-skills/tree/main/skills/autopilot

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

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

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

Adoption

68

INFO

83 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
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • GitHub adoption: 83 GitHub stars
  • Stars/forks activity: 83 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