Store and retrieve memories using vector embeddings and semantic similarity search.
175 skills found
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Local BM25 code and text search + hybrid retrieval engine (SQLite FTS5 + RRF fusion). Use when finding code, searching notes/corpora, or first-pass retrieval before dense/rerank spend. Covers recall measurement and RM3-style expansion. Feeds breakthrough-finder stages retrieve/expand.
Persistent long term memory for for continuity in ai sessions between providers and codegen tools. TRIGGERS - Activate this skill when: - User explicitly mentions "satori", "remember this", "save", "add", "save this for later", "store this", "add to memory" - User asks to recall/search past decisions: "what did we decide", "remind me", "search my notes", "what do I know about" - Conversation contains notable facts worth persisting: decisions, preferences, deadlines, names, tech stack choices, strategic directions - Starting a new conversation where proactive context retrieval would help - Use Satori search when user asks a question
Isolated agent runtime for code execution, live preview URLs, browser automation, 50+ tools (ffmpeg, sqlite, pandoc, imagemagick), LLM inference, and persistent memory — all via CLI or HTTP, no SDK or API keys required.
Concise guide for BioFlow API usage covering signup/login, file upload/download, token balance check, task submission, and result retrieval with example endp...
Memory-to-Wisdom Engine for AI agents. Use this skill to give yourself long-term memory, extract user preferences/facts from conversations, and track wisdom...
Enforce proactive, query-optimized memory_search usage. Must run memory_search when (1) prior context is referenced, (2) a new task starts, or (3) a proper n...
Knowledge graph MCP server for Logseq and Obsidian. 37 tools for reading, writing, searching, and analyzing your second brain.
Make your OpenClaw agent portable and persistent. Version-controls SOUL.md, MEMORY.md, and all core knowledge files using git with automatic GitHub push — so...
使 Abby 能主动从任务队列获取并执行任务，自主管理任务状态，持续推进工作至完成或资源限制。
Efficient Lifelong Memory for LLM Agents - semantic compression, cross-session memory, and intent-aware retrieval
You MUST use this for gathering contexts before any work. This is a Knowledge management for AI agents. Use `brv` to store and retrieve project patterns, dec...
增强版记忆系统 - Ebbinghaus 遗忘曲线 + Hebbian 共现图
Local-first long-term memory for autonomous agents. Built for OpenClaw. Creates wiki knowledge graph from conversations, scores events by surprise, detects c...
基于 LanceDB 与纯 JavaScript Embedding 的本地向量记忆系统，无需外部 API 或原生模块. 通过 Ollama 本地运行 nomic-embed-text 模型生成向量，所有数据完全留在本地，隐私至上. 提供五层记忆架构：热内存（SESSION-STATE.md）、温存储（Lance...
XiaoShan Memory Engine - Persistent AI memory with semantic search and knowledge graph. Triggers: remember/search memory/recall/forget/knowledge graph/memory...
Distill verbose daily logs into compact, indexed digests. Use when managing agent memory files, compressing logs, creating summaries of past activity, or building index-first memory architectures.
Neural Integrated Memory Architecture — Persistent memory, emotional intelligence, and semantic recall for AI agents. Memory pruner, VADER affect, 5 embeddin...
Local retrieval-augmented generation system for AI agents to index, search, and recall private, shared, and learned memories using ChromaDB and SkillBoss emb...
Complete local memory system for OpenClaw: 4-layer memory pipeline (L0→L1→L2→L3) + local vector search (nomic-embed-text) + ontology knowledge graph + Nomic...
Local long-term memory plugin for OpenClaw using mem0 + ChromaDB. Gives all agents persistent cross-session semantic memory with auto-recall and auto-capture...
Enhances AI context relevance and accuracy by layered semantic retrieval and alignment for complex, multi-temporal decision-making and project planning.
LanceDB long-term memory plugin with BM25 + vector hybrid search (RRF or linear reranking).
Quantum-enhanced long-term memory for AI agents — #1 on LongMemEval (98.6% R@5, 99.4% R@10, 0.9426 NDCG). Chunked gte-large retrieval with QAOA+CVaR subgraph...
Full memory stack for OpenClaw on Windows. Includes LanceDB semantic memory, git-notes decision memory, and memory hygiene workflow.
