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litert-runtime

An AI agent skill from android/skills, scored 80 out of 100 by code and Verified.

80/ 100BVerified

Code score by group

  • Spec20/20
  • Description16/20
  • Procedure15/15
  • Done criteria15/15
  • Resources6/10
  • Scripts2/8
  • Safety3/7
  • Upkeep3/5

It loses the most points in Scripts (6), the group that checks whether scripts are called from the steps and fail with a clear error.

What the author says it does

Configures and implements LiteRT (.tflite) on-device inference on Android in Kotlin using the CompiledModel API on CPU and GPU. Use this skill for any Android LiteRT or .tflite task, including Gradle setup, image classification or vision/audio/embedding helpers, TensorBuffer reuse, CPU memory optimization, Bitmap preprocessing, AndroidViewModel GPU-to-CPU fallback with warm-up on a single-thread dispatcher, LiteRT in Google Play services (play-services-litert), migrating from legacy org.tensorflow.lite.Interpreter, GpuDelegate, or play-services-tflite, and latency benchmarking. Don't use for…

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
android/skills
Folder
device-ai/litert/litert-runtime
License
Apache-2.0
GitHub stars
10,483
SKILL.md lines
451
Other files
4

Add litert-runtime to your agent

npx skills add android/skills --skill litert-runtime

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

Labelled for

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All skills in android/skills

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.