reshuibuduo/TMCRA-Agent-Memory

README excerpt

TMCRA — Local Agent Memory OS 简体中文 TMCRA gives long-running agents persistent, source-traceable memory across sessions and applications. A user prompt triggers recall from the owner-global and current-project scopes, followed by a USER source record; after the answer, a separate ASSISTANT source record is stored. This repository includes an owner-local runtime. Clone it, choose an OpenAI-compatible API endpoint or a local generation model, and run the complete memory service on 127.0.0.1 . No TMCRA account or production server is required. Feature guide Capability What the user gets Automatic memory loop Recall and USER-source write before the host runs, followed by a separate ASSISTANT-source write Cross-session and cross-application continuity Tools working on the same project share progress without another project leaking into it Project isolation and owner-global memory Project content remains partitioned; explicitly selected user context can be reused across projects Source / Fast / Slow layers Inspectable source records plus derived memory for fast retrieval and deeper relationships Provenance-aware injection Candidate memories, evidence windows, roles, sources, and retrieval…

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