Use for `codex-auth-helper` tasks: reading local Codex auth state, refreshing tokens, building Codex-backed Responses clients/models, and wiring them into `pydantic-ai`, `pydantic-acp`, or LangChain.
Use for `pydantic-acp` tasks: exposing `pydantic_ai.Agent` through ACP, adapter config/runtime ownership, extension routing, authentication, prompt capabilities, slash commands, approvals, plans, hooks, projections, host-backed tools, and Pydantic-specific…
Use for ACP Kit root-package work: CLI target resolution, `acpkit run`, `acpkit serve`, `acpkit launch`, cross-package routing, and end-to-end flows that span adapters plus transport.
Use for `acpremote` tasks: exposing ACP agents or stdio ACP commands over WebSocket, mirroring remote ACP endpoints locally, host ownership semantics, metadata/auth routes, and remote transport examples.
Use for `langchain-acp` tasks: exposing LangChain, LangGraph, and DeepAgents graphs through ACP, graph/session construction, plans, bridges, projections, and LangChain-specific examples.