Skill audit report

human-intent-audit Audit report.

Enforce traceability from natural-language intent to machine predicates, final observables, evidence, and owner-readable acceptance. Use when conducting any audit, review, QA pass, parity or compliance check, security assessment, code or architecture review, visual or behavioral comparison, data validation, system verification, completion gate, or claim that an implementation satisfies a human request.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
70
Audit
64
Trust
54
Quality
75
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

64
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

10 GitHub stars

Stars/forks activity

FAIL

32

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

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add ConnorRX56/presentation-delivery-skills --skill human-intent-audit

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

50

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/ConnorRX56/presentation-delivery-skills/tree/main/skills/human-intent-audit

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

92

PASS

npx skills add ConnorRX56/presentation-delivery-skills --skill human-intent-audit

Repository

88

PASS

https://github.com/ConnorRX56/presentation-delivery-skills/tree/main/skills/human-intent-audit

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

SKILL.md does not include an explicit Limitations section clarifying that the validator checks evidence structure and gate conditions, not the semantic correctness of the evidence itself.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

72

CHECK

command execution surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

50

FIX

shell or command execution, filesystem or document access

Stars/forks activity

32

FIX

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

Adoption

42

CHECK

10 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • SKILL.md does not include an explicit Limitations section clarifying that the validator checks evidence structure and gate conditions, not the semantic correctness of the evidence itself.
  • No setup or dependency notes are provided for the Python validator, such as required Python version or confirmation that no third-party packages are needed.
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 10 GitHub stars
  • Stars/forks activity: 10 stars, 0 forks; issue activity unavailable in current metadata
  • Permission surface: shell or command execution, filesystem or document access

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.