Mathieu Virbel d04aa26f31 Update marimo notebook docs with lessons from workflow debugging ...

- Add rules: all imports in setup cell, cell output at top level,
  async cells need async def, return classes from model cells,
  use python-dotenv for .env loading
- Add marimo check validation step to AGENTS.md and notebook-patterns.md
- Add "always create new workflow" rule to AGENTS.md
- Add new doc sections: Cell Output Must Be at the Top Level,
  Async Cells, Cells That Define Classes, Fixing _unparsable_cell,
  Checking Notebooks Before Running
- Update all code examples to follow new import/output rules
- Update workflows/lib/llm.py for mirascope v2 API

2026-02-10 19:25:53 -06:00

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