Agentic Developer Toolkit
A toolkit for creating, coordinating, and managing AI agent personas in agentic workflows — from a single character to a coordinated team.
Build agents with personality.
Author one persona or a whole team, coordinate their work, and plug into the runtime you already use.
Three pieces for shipping agents.
Persona authoring
Compose agents with distinct voices, backstories, and skills, reusable across workflows: Persona, Voice, Character, Examples, Provider Service.
Coordination
Orchestrate teams of personas. Hand off tasks, share context, settle on a plan: Coordinator, Handoff, SharedContext, Plan.
Toolkit and adapters
Drop-in adapters for popular agent runtimes, so your personas can go anywhere: ChatBackend, ProviderAdapter, StorageAdapter.
Part of the Agentic Cookbook family.
The toolkit sits alongside its siblings — the registry that defines personas, the stores that hold their data, and the sites that put them to work.
Coordinate them with intent.
- Write the persona first: its voice, its backstory, and the skills it brings.
- Add the second one, and the coordinator that settles who does what.
- Point the finished team at whichever agent runtime you ship on, through its adapter.
Give your agents a soul. Then give them a team.
The toolkit is open source and under active development. Star it, file an issue, or pull it into your next agent project.