Skill audit report

litert-runtime Audit report.

Creates an Android app that runs a .tflite model on the CPU or the GPU with the LiteRT CompiledModel API in Kotlin. Use this skill to build a new app around a vision, audio or embedding model, or to add on-device inference to an existing app - the dependency, where the model file goes, the inference class, the ViewModel and screen, and checking the output on a device.

REVIEWED · REVIEWNeeds reviewGenerated Oct 11, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

100

Maintain

Install

OpenAgentSkill Trust Score

Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

459 GitHub stars

Stars/forks activity

INFO

459 stars, 122 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

2d since push

License clarity

PASS

Apache-2.0

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

network or browser surface, database surface

Install availability

PASS

npx skills add google-ai-edge/litert-samples --skill litert-runtime

Install command safety

PASS

standard package or runtime install path

Permission surface

WARN

filesystem or document access, network or browser access

Repository evidence

PASS

https://github.com/google-ai-edge/litert-samples/tree/main/skills/litert-runtime

Review status

WARN

AI review approval is missing

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 13 Needs review

Install path

PASS

npx skills add google-ai-edge/litert-samples --skill litert-runtime

Repository

PASS

https://github.com/google-ai-edge/litert-samples/tree/main/skills/litert-runtime

License

PASS

Apache-2.0

Maintenance

100

PASS

2d since push

AI review

CHECK

Review approval is missing

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

CHECK

network or browser surface, database surface

Install command safety

PASS

standard package or runtime install path

Permission surface

CHECK

filesystem or document access, network or browser access

Stars/forks activity

CHECK

459 stars, 122 forks; issue activity unavailable in current metadata

Adoption

INFO

459 GitHub stars

Financial decision safety

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

Permission surface may require sandboxing
Financial research output is not financial advice; require human review before any live investment decision
AI review approval is missing
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review
Permission surface needs review: filesystem or document access, network or browser access
Permission surface: filesystem or document access, network or browser access
Review status: AI review approval is missing

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.

Install path

Review the report before installing into production agents.

Review the source

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 79/100
Quality: 68/100
Trust: 77/100
Install safety: 92/100
Permission surface: 60/100
Maintenance: 2d since push
Events: 4 events
GitHub stars: 459
Last push: Oct 9, 2026

Agent safety v2

59/100 · Avoid automatic install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

The tracked source changed or could not be synchronized. Review the current source before installing.

The tracked source changed or could not be synchronized. Review the current source before installing.
Permission surface may require sandboxing
59/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

Permission surface may require sandboxing
The tracked source changed or could not be synchronized. Review the current source before installing.

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