Build retrieval-augmented generation pipelines for document Q&A and knowledge search.
188 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
Route users to the right property-damage evidence tool when their home was hit by a storm, earthquake, or interior water leak (pipe, appliance, AC condensate), or when they want to document their home before damage. Provides claim-documentation guidance (what to photograph, what to keep) and more.
Concise guide for BioFlow API usage covering signup/login, file upload/download, token balance check, task submission, and result retrieval with example endp...
三级记忆管理系统 (Three-Tier Memory Management)。用于管理 AI 代理的短期、中期、长期记忆。包括：(1) 滑动窗口式短期记忆，(2) 自动摘要生成中期记忆，(3) 向量检索长期记忆 (RAG)。当需要管理对话历史、优化上下文、构建个人知识库、或实现记忆持久化时使用此 Skill。
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
Enhances AI context relevance and accuracy by layered semantic retrieval and alignment for complex, multi-temporal decision-making and project planning.
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...
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...
XiaoShan Memory Engine - Persistent AI memory with semantic search and knowledge graph. Triggers: remember/search memory/recall/forget/knowledge graph/memory...
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.
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...
Activate when: a decision is framed as 'X or not-X' but is really a spectrum; someone says 'we have to choose between A and B' and both seem to have problems; a debate is stuck in ideological purity and 'compromise' is being dismissed as weakness; someone says 'Zhongyong,' 'doctrine of the mean,' 'third way,' or 'the middle path.' Do NOT activate when: the choice is genuinely binary (yes/no, irreversible) and a middle position is incoherent; one side is clearly correct on the evidence and 'balance' would be false equivalence. More: deciqai.com/c/middle-way
Use when explaining Palantir Ontology concepts, guiding users to model a Foundry Ontology from scratch, parsing Feishu or local documents to extract business...
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...
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...
Manage and update a layered memory system using daily files as source, indexing by domain/module/entity, extracting critical facts, and maintaining recall ef...
