Skill audit report

lofn-daily Audit report.

Run the Lofn daily pipeline backed by Codex — fetch real-world facts, then generate the day's music (24 songs) and images (24→top 6) through the full Lofn pipeline with the daily rules (tri-source method, dual 3+3 constraint, emotional duality, library-only selection). Use for "daily run", "today's dailies", "run the daily pipeline", "do the daily drop", or a scheduled creative drop. Down-scalable for a quick test. Do NOT use for a single one-off competition piece (use `lofn`) or QA-only audits.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 25, 2026Heuristic metadata audit
68
Audit
57
Trust
55
Quality
66
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

57
High review required

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

30

22 GitHub stars

Stars/forks activity

FAIL

32

22 stars, 1 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

Pushed today

License clarity

WARN

42

Unknown

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

WARN

54

command execution surface, external package install surface

Install availability

PASS

92

npx skills add LocalSymmetry/lofn --skill lofn-daily

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

48

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/LocalSymmetry/lofn/tree/main/.agents/skills/lofn-daily

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

5 Passed · 18 Needs review

Install path

92

PASS

npx skills add LocalSymmetry/lofn --skill lofn-daily

Repository

88

PASS

https://github.com/LocalSymmetry/lofn/tree/main/.agents/skills/lofn-daily

License

45

CHECK

Unknown

Maintenance

100

PASS

Pushed today

AI review

55

CHECK

Repository license is unknown; SKILL.md does not include license or attribution information.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

54

FIX

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

48

FIX

shell or command execution, filesystem or document access

Stars/forks activity

32

FIX

22 stars, 1 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

22 GitHub stars

Warnings

  • License is unclear
  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Repository license is unknown; SKILL.md does not include license or attribution information.
  • Skill references other skills (lofn-core, lofn-qa) without specifying how to obtain or install them, which may cause setup friction.
  • External fetches could theoretically introduce prompt injection, but the skill mitigates by marking sources UNAVAILABLE and continuing.
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 22 GitHub stars
  • Stars/forks activity: 22 stars, 1 forks; issue activity unavailable in current metadata
  • License clarity: Unknown

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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