Local-first memory search and indexing for Openclaw. Use when you need to (1) index memory files, (2) search memory from the CLI, or (3) wire a slash command for memory lookup.
--- name: memory-lancedb-hybrid description: LanceDB long-term memory plugin with BM25 + vector hybrid search (RRF or linear reranking). --- # LanceDB Hybrid Search (Memory Plugin) This skill packag
Personal knowledge base for capturing and retrieving information about people, places, restaurants, games, tech, events, media, ideas, and organizations. Use...
Cultivate aesthetic judgment through conversation and memory. Build and maintain TASTES.md — the missing layer between SOUL.md and SKILL.md.
Structured task snapshot and automatic post-compaction recovery. Captures exact code, decisions, file paths, and task state before context compaction and rec...
LanceDB long-term memory plugin with BM25 + vector hybrid search (RRF or linear reranking).
Manage and retrieve long-term memories with LanceDB using semantic vector search, category filtering, and detailed metadata storage.
Store and retrieve semantic memories using advanced vector search and intelligence-driven insight extraction. Organize knowledge across projects with secure access controls and comprehensive system he
OpenClaw Memory-OS - Digital immortality service and cognitive continuity infrastructure for personal memory management
--- name: reclaw description: "Use when accessing memory, recording information, searching prior context, or managing subjects." read_when: - You need to find something from a previous session - Y
Kimi (Moonshot AI) agent tool-use policy ported to OpenClaw. Covers step limits, web search, image search, data sources, ipython, memory, content display, an...
Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events. Use when you need persistent memory across sessions or want to rec
Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events. Use when you need persi...
--- name: chaos-memory description: Hybrid search memory system for AI agents. Manual search and storage - auto-capture is opt-in only. homepage: https://github.com/hargabyte/Chaos-mind metadata: {
Stores and retrieves personal preferences, decisions, and context across conversations using ActingWeb Personal AI Memory via MCP. Activates when the user me...
Store and retrieve memories using the SuperMemory API. Add content, search memories, and chat with your knowledge base.
Enables local hybrid memory search and embedding using QMD to reduce API costs by $50-300/month with automatic setup, smart indexing, and multi-agent sharing.
Use Notnative MCP server for complete AI assistant integration with notes, calendar, tasks, Python, canvas, and permanent memory. This skill provides persist...
Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, adaptive weighting, pseudo-relevance feedback, salience scoring, and knowledge graph cross-references. Re
Enables local hybrid memory search using QMD with optimized collections, automatic indexing, and multi-agent sharing to reduce API costs by $50-300/month.
Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure m...
A proactive memory distillation skill that maintains MEMORY.md. Trigger scenarios: (1) Scheduled distillation at 03:30 daily (runs when idle, deferred to 06:...
Build a more reliable OpenClaw agent with battle-tested architecture patterns. Covers WAL protocol, working buffer, memory anti-poisoning, layered memory com...
Maintain organized agent memory by tagging entries as GOOD, BAD, or NEUTRAL, storing essentials in MEMORY.md and daily logs for efficient search and cleanup.