DeepThinking AI

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tool-management

Covered in AI Engineering, where the background and the sources for this subject live.

AI Engineering

How does Google ADK skill lifecycle actually work?

Google ADK v2.10.0 adds `persistent`, `bounded` and `ephemeral` skill lifecycles behind `ADK_ENABLE_SKILL_LIFECYCLE=1`, but the source code is clear that only `bounded` skills count against `max_active_skills`. `ephemeral` skills expire at turn end, except under `run_live`, where they stay active for the full stream.

4 min read