Guides expert-level Python data modeling: Pydantic v2 model design, dataclass vs Pydantic decision tree, TypedDict for API contracts, validation patterns, serialization strategies, and schema evolution.
Free and open source. macOS, Windows and Ubuntu.
Add the skill to a bot, then ask your Chief of Staff:
“Use the Python Data Modeling skill on this: [describe the job, or paste your notes].”
For when you have determined Pydantic is the right tool, design the model structure before writing any code.
Free for Mac, Windows and Ubuntu.
Open Settings → Skills and switch on Python Data Modeling for any bot. Or ask your Chief of Staff to pick skills for a job.
The bot reads the skill when the job calls for it, and works the way it lays out.
Guides expert-level Python data modeling: Pydantic v2 model design, dataclass vs Pydantic decision tree, TypedDict for API contracts, validation patterns, serialization strategies, and schema evolution.
Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.
Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.
Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.
No account needed · Runs on the AI plan you already pay for