向量嵌入
向量检索与嵌入工作流
ezcater-research
dhughes
This skill should be used when the user asks to "investigate ezCater systems", "research architectural decisions", "understand code evolution", "find historical context", "analyze project history", "search internal documentation", or needs to understand why technical decisions were made at ezCater. Use this for lighter research where the user doesn't explicitly request "deep research" (which triggers the agent).
ast-grep
buildrtech
Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform complex code queries that go beyond simple text search. This skill should be used when users ask to search for code patterns, find specific language constructs, or locate code with particular structural characteristics.
redis-best-practices
simba-git
Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with RedisVL, semantic caching with LangCache, or optimizing Redis performance.
knowledge-searching
mzt-76
"OBLIGATOIRE pour toute question factuelle sur la nutrition — proteines, macros, deficit, supplements, regimes, BMR. Charge ce skill ET appelle retrieve_relevant_documents AVANT de repondre. Ne jamais repondre de memoire sur des sujets nutritionnels."
skills-sh-searcher
Ontos-AI
Search and download skills from skills.sh ecosystem. Use when user needs to find and install skills from the skills.sh marketplace for specific tasks like PDF processing, document editing, web scraping, etc.
qmd
evansking
Local hybrid search for markdown notes and docs. Use when searching notes, finding related content, or retrieving documents from indexed collections.
pageindex-rag
mmtmr
Build reasoning-based RAG systems using PageIndex architecture. Replaces vector databases with hierarchical table-of-contents indices and LLM-driven navigation. Use when (1) implementing RAG for long structured documents (financial reports, legal contracts, technical manuals), (2) improving existing vector-based RAG systems with poor accuracy on structured content, (3) designing document indexing strategies with semantic coherence, (4) explaining PageIndex concepts including reasoning-based retrieval, hierarchical navigation, and cross-reference following, or (5) handling documents with internal references and multi-turn conversations. Focuses on technical architecture, core research insights, and practical implementation patterns rather than using the PageIndex package directly.
a11y-semantics-pass
velcrafting
Improve semantics and accessibility coverage for UI changes (roles, labels, focus, keyboard, ARIA correctness).
quickwit-log-search
terraphim
Log exploration and analysis using Quickwit search engine. Incident investigation, error pattern analysis, and observability workflows. Three index discovery modes for different performance and convenience trade-offs.
company-research
fan31415
Multi-source company research tool that generates structured due-diligence reports. Use when the user asks to research, look up, or investigate a company — including questions about shareholders, legal representative, registered capital, equity structure, beneficial owner, funding history, investors, valuation, lawsuits, court judgments, enforcement records, blacklist / dishonest debtor status, administrative penalties, operating anomalies, trademarks, patents, government procurement / bidding, recruitment profile, negative news, competitors, or industry position. Also triggers on: "帮我查一下XX公司", "XX公司背景", "XX的股东是谁", "XX有没有诉讼/被执行/失信", "XX融了多少钱", "XX股权结构", "尽调", "公司调研", "公司背景调查", "is X company reliable", "due diligence on X", "background check on X company".
neotex
Cloo-Solutions
Use when working in projects with .neotex/ directory to retrieve organizational knowledge, search for patterns/guidelines/decisions, store learnings, or manage reference assets like images and files.
recall
robabby
Search Obsidian memories by keyword and concept
ai-engineer
ncdevshiv
"Build production-ready LLM applications, advanced RAG systems, and
exa
YPYT1
Neural web search and code context via Exa AI API. Requires EXA_API_KEY. Use for finding documentation, code examples, research papers, or company info.
polymarket-docs
adamelliotfields
Fetch Polymarket documentation pages. Use when you need information from Polymarket's official docs site on the platform or API.
google-serper-search
shuliuzhenhua-sys
This skill should be used when the user asks to "search the web", "search for information", "find information online", "search Google", "search for images", "find pictures", or requests any web search or image search functionality.
travel-companion
banjtheman
Plan trips, search flights/hotels on Expedia, discover destinations via TikTok, Instagram, and Google Maps, check weather, and email itineraries. Uses the OpenClaw-managed browser. Use when users want travel planning help, destination recommendations, flight/hotel searches, or trip itineraries.
graphiti
aeonbridge
Comprehensive skill for Graphiti and Zep - temporal knowledge graph framework for AI agents with dynamic context engineering
skill-marketplace
williamwg2025
技能市场，发现、安装、管理 OpenClaw 技能。支持评分、评论、排行榜。
maintainable-css
charlesroper
Apply the MaintainableCSS methodology to plan, refactor, and review CSS and markup. Use when a user asks for scalable CSS architecture, semantic class naming, module/component/state/modifier conventions, lower-regression refactors, or migration away from utility/visual class patterns.
search
Jrajug82
"Search the internet for real-time information, laws, and prices."
memhooks
AronAxe
Directory-scoped memory retrieval routing. Use MEMHOOKS.md files from the workspace root to the active directory to recall the specific past decisions, events, entities, constraints, failures, and context needed before substantive work. Adapts itself to Hindsight, OpenViking, Honcho, or another available memory system without changing the memory backend.
prediction-bridge
HQSV-Labs
Query live prediction market data from the Prediction Bridge API. Use when the user asks about prediction markets, event odds, market prices, whale trades, trader analytics, or news related to prediction markets. Provides semantic search across 9+ platforms (Polymarket, Kalshi, Limitless, Probable, PredictFun, SxBet, Myriad, PancakeSwap), on-chain whale trade monitoring, Smart PnL analytics, and trader leaderboards. Run the bundled Python script to fetch real-time data.
recall
tomevault-io
Use when this capability is needed.