memory-lancedb-pro-openclaw

Skill by ara.so — Daily 2026 Skills collection. memory-lancedb-pro is a production-grade long-term memory plugin for OpenClaw agents. It stores preferences, decisions, and project context in a local LanceDB vector database and automatically recalls relevant memories before each agent reply. Key features: hybrid retrieval (vector + BM25 full-text), cross-encoder reranking, LLM-powered smart extraction (6 categories), Weibull decay-based forgetting, multi-scope isolation (agent/user/project), and a full management CLI. Flags: The script handles fresh installs, upgrades from git-cloned versions, invalid config fields, broken CLI fallback, and provider presets (Jina, DashScope, SiliconFlow, OpenAI, Ollama). Critical: When installing via npm, you must add the plugin's absolute install path to plugins.load.paths in openclaw.json . This is the most common setup issue. Why these defaults: Full Power (Jina + OpenAI): Budget (SiliconFlow free reranker): Fully Local (Ollama, zero API cost): Validate config and restart after any changes: Expected startup log output: The plugin exposes MCP tools to the agent. Core tools are always available; management tools require enableManagementTools: true in config.