# Adoption Docs

Use this folder for per-product ecosystem adoption notes.

Recommended file pattern:

- `learning_voice_ai_agent.md`
- `learning_multimodal_memory_agents.md`
- `learning_ai_clock.md`
- `learning_ai_notes.md`
- `learning_ai_flowmonk.md`
- `learning_ai_trails.md`
- `oss_learning_ai_claw_cowork.md`

Each adoption doc should cover:

- shared contracts consumed
- local UX changes
- migration plan
- open risks
- verification checklist