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What problem does it solve?

The skill provides a persistent memory layer for agents, enabling semantic storage and retrieval of knowledge from documents, conversations, and tasks to support cross-session reasoning.

Core Features & Use Cases

• Semantic indexing of URIs and inline content with embeddings, summaries, and tags for fast recall.
• Contextual search, top-of-mind recommendations, and topic-based summaries to guide decision making.
• OpenClaw integration compatibility for local-first agents and file/document referencing.

Quick Start

• Install with local providers and initialize the store, then start indexing a document with kp.update("file:///path/to/doc.md"). Then search with kp.find("authentication flow") to retrieve relevant results.