Skill audit report

libero-inference-time-scaling Audit report.

Run the LIBERO inference-time scaling experiment: debug Long-Pro tasks at frozen library snapshots, evaluate token-budget checkpoints, and plot Pareto curves.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
75
Audit
71
Trust
65
Quality
77
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

128 GitHub stars

Stars/forks activity

WARN

51

128 stars, 7 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

72

credential or environment access

Install availability

PASS

92

npx skills add NVlabs/ASPIRE --skill libero-inference-time-scaling

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/NVlabs/ASPIRE/tree/main/aspire/sim/.claude/libero/inference-time-scaling

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 · 10 Needs review

Install path

92

PASS

npx skills add NVlabs/ASPIRE --skill libero-inference-time-scaling

Repository

88

PASS

https://github.com/NVlabs/ASPIRE/tree/main/aspire/sim/.claude/libero/inference-time-scaling

License

86

PASS

Apache-2.0

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The SKILL.md is concise and relies heavily on external files (INSTRUCTIONS.md, main-agent-prompt.md, etc.) for full context. While this is acceptable, a brief summary of prerequisites and expected environment in SKILL.md would improve standalone clarity.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

72

CHECK

credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

secrets or environment access, filesystem or document access

Stars/forks activity

51

FIX

128 stars, 7 forks; issue activity unavailable in current metadata

Adoption

68

INFO

128 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • The SKILL.md is concise and relies heavily on external files (INSTRUCTIONS.md, main-agent-prompt.md, etc.) for full context. While this is acceptable, a brief summary of prerequisites and expected environment in SKILL.md would improve standalone clarity.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • Stars/forks activity: 128 stars, 7 forks; issue activity unavailable in current metadata
  • Permission surface: secrets or environment access, 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.

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