Knowledge graph memory plug-in

Key features

• Automatic memory loopRecall and USER-source write before the host runs, followed by a separate ASSISTANT-source write
• One complete turn is driven by host lifecycle events
• Project identity is resolved from .tmcra/project.json, Git origin, Git root, or the canonical working directory, in that order.
• Visual Atlas projects project/session hierarchy, episodes, evidence nodes, relationships, time, actor role, source application, and stable source identifiers into data that a desktop client, web client, or custom visualizer can render through the /graph endpoint.
• Cross-session and cross-application continuity: Tools working on the same project share progress without another project leaking into it