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mlkit-agent-api

An AI agent skill from android/skills, scored 66 out of 100 by code.

66/ 100C

Code score by group

  • Spec20/20
  • Description15/20
  • Procedure10/15
  • Done criteria0/15
  • Resources6/10
  • Scripts5/8
  • Safety7/7
  • Upkeep3/5

It loses the most points in Done criteria (15), the group that checks whether there is a checklist and a step that verifies the work.

What the author says it does

Builds autonomous on-device agentic workflows in Android apps using the ML Kit GenAI Agent API powered by Gemini Nano and AICore. Use this skill when implementing conversational agents, multi-turn chat with AgentSession in a ViewModel, autonomous tool calling using Android AppFunctions (@AppFunctionDeclaration and AppFunctionAgentTools.discover), ephemeral single-turn execution with runner.runSingleTurnAsync, or handling GenAiException error resilience. It solves the problem of orchestrating local reasoning loops, typed tool dispatch, and session persistence on-device with zero cloud latency…

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

Repository
android/skills
Folder
device-ai/mlkit-agent-api
License
Apache-2.0
GitHub stars
10,483
SKILL.md lines
336
Other files
2

Add mlkit-agent-api to your agent

npx skills add android/skills --skill mlkit-agent-api

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.

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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.