Coactra

Policy-aware composition for AI agents.

pip install "coactra[agent]"

import asyncio

from pydantic_ai.models.test import TestModel

from coactra import Team


async def main() -> None:
    team = Team.local(model=TestModel())
    agent = await team.add_agent(name="helper")
    try:
        print(await agent.run("Say hello"))
    finally:
        await agent.aclose()


asyncio.run(main())

Team is the application assembly root. It owns policy, scope, model routes, skills, and registered agents. Optional integrations remain replaceable:

pip install "coactra[agent-gateway,oauth]"
pip install "coactra[mem0]"
pip install "coactra[graphiti]"

Use root imports for application code. Deep imports under coactra.agent, coactra.memory, coactra.workspace, and coactra.team.directory are backend or runtime seams and may change during alpha.

Important behavior:

tool, model, and peer actions are policy-aware;
tenant scope crosses every state boundary;
memory is optional, bounded, low-authority context;
memory and thread persistence are explicit host actions;
local command execution is disabled by default.

The repository's source and tests are authoritative. Runnable acceptance examples live in examples/acceptance/.

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