~/talk

Agent skills for Android app development

Talkat droidCon USA 2026 · on Friday, 2026-07-17· at 13:25· W224 B Workshop Room· [ai-assisted-development, android]
name:Sagar Das
links:none on file
slides:none on file

Shows how to author Agent Skills for the Gemini CLI and Android Studio that embed exact procedures (example: a 10‑step XML→Jetpack Compose migration) and a working emulator skill that runs a Python script to build the app, deploy to emulator, take golden screenshots and run UI tests. Explains the three-level loading model (metadata always loaded, instructions on trigger, scripts/resources loaded as needed), quantifies token impact, and demonstrates zero token consumption for deterministic scripts; repo links and a 500+ star GitHub example included.

AI-written summary · about

  1. 0:00Agent-driven Android development
  2. 1:24AI shift to practical tools
  3. 2:29What is an AI agent
  4. 3:34Managing prompts and token costs
  5. 6:26Agent skills for consistent responses
  6. 8:12Android Studio and CLI setup
  7. 10:18Custom skills in Android projects
  8. 12:05Three skill loading levels
  9. 17:51Balancing deterministic operations
  10. 23:35Evaluating skill efficiency
  11. 27:16Ensuring skill safety
  12. 30:30Anthropic's skill creator
  13. 34:25Official Android skills repository
  14. 35:09Q&A
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