Skill audit report

litert-compiled-model-migration Audit report.

Rapidly migrate an Android application from legacy TensorFlow Lite (TFLite) to modern LiteRT CompiledModel API v2.1.6 in Open Source GitHub repositories. Supports True Async Execution (runAsync), Zero-Copy I/O Buffers, NPU JIT compilation, and automated 2-stage verification self-testing.

BLOCKED · BLOCKRiskyGenerated Nov 4, 2026Heuristic metadata audit
74
Audit
65
Trust
70
Quality
73
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

65
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

416 GitHub stars

Stars/forks activity

INFO

62

416 stars, 116 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

WARN

56

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add google-ai-edge/litert-samples --skill litert-compiled-model-migration

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

34

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/google-ai-edge/litert-samples/tree/main/skills/litert-compiled-model-migration

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 google-ai-edge/litert-samples --skill litert-compiled-model-migration

Repository

88

PASS

https://github.com/google-ai-edge/litert-samples/tree/main/skills/litert-compiled-model-migration

License

86

PASS

Apache-2.0

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The skill allows the agent to automatically create GitHub PRs after passing tests; this could be risky if the agent has write access to unintended repositories, but it is gated behind a user decision and scoped to open-source repos.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

56

FIX

credential or environment access, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

34

FIX

secrets or environment access, filesystem or document access

Stars/forks activity

62

CHECK

416 stars, 116 forks; issue activity unavailable in current metadata

Adoption

68

INFO

416 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
  • The skill allows the agent to automatically create GitHub PRs after passing tests; this could be risky if the agent has write access to unintended repositories, but it is gated behind a user decision and scoped to open-source repos.
  • The SKILL.md excerpt is incomplete in the submission, but the provided portion suggests a comprehensive workflow; full file likely contains all necessary details.
  • This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • Dependency/runtime risk: credential or environment access, network or browser surface
  • 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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