Local and remote knowledge bases for DeepSeek Harness, with scoped recall, controlled write-back, and a Web management console

Deepseek Harness、Openclaw知识图谱记忆插件。2026年4月受邀发布在清华大学讨论会。Knowledge Graph + Memory；Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse

Re-debugging Solved Failures? No Way. 500+ Evidence-graded fix lessons, One MCP Call-->https://misakanet.org

Cross-session memory for DeepSeek Harness — plain markdown files, no database, no worker.