AGENTS.md

Development Environment Tips

Each top level directory is a separate Python project created with the uv tool.
Most scripts have a verbose flag where more vs increase the verbosity level. So use -vv for more verbose output.
Use the uv add and uv remove commands to manage dependencies. Do not use pip or poetry to manage dependencies.
Project scripts should be run with uv run <script_name>.

For projects that include Google Agent Development Kit (ADK) google-adk in the pyproject.toml file, based your answers primarily on the Google Agent Development Kit (ADK) documentation.
Strongly prefer explicit Python typing over duck typing.

Keep the README.md in each top level directory up to date with a short description of each script.
Use Mermaid diagrams in README.md files to illustrate the sequence of events in each script.
Always put a new sentence on a new line in markdown documents so that changes to README.md files are easier to review in pull requests.