# 04-01 Summary ## Outcome Replaced the Matrix real backend's custom `AgentSessionClient` path with a shared `AgentApiWrapper` over upstream `lambda_agent_api.AgentApi`. ## Changes - Added `sdk/agent_api_wrapper.py` to capture `MsgEventEnd.tokens_used` without modifying `external/`. - Rewrote `sdk/real.py` to use a shared `agent_api`, stream text chunks from `AgentApi.send_message()`, and emit a final `MessageChunk` with `last_tokens_used`. - Updated `adapter/matrix/bot.py` to construct `RealPlatformClient` with `AgentApiWrapper`, keep `AGENT_WS_URL` unchanged, and manage `agent_api.connect()` / `agent_api.close()` around `sync_forever()`. - Stubbed `sdk/agent_session.py` as a compatibility placeholder. - Updated Matrix/runtime tests away from `thread_key` and per-request websocket assumptions. ## Verification - `pytest tests/platform/test_real.py -q` - `pytest tests/adapter/matrix/test_dispatcher.py -q` - `pytest tests/core/test_integration.py -q` - `pytest tests/platform/test_agent_session.py -q` All listed commands passed locally.