向量嵌入
向量检索与嵌入工作流
openclaw-workspace-governance
heishiqing
🚨【高危预警 / IMPORTANT WARNING】这不是工具Skill，而是系统级架构升级！部署前务必备份工作区！This is NOT a standard tool skill, but a system-level architecture upgrade! Backup workspace before deployment! 虾滑 OpenClaw 工作区治理：用于治理和升级复杂 OpenClaw 工作区，覆盖多 Agent 治理、权威事实分层、查询分类路由、语义搜索诊断、工作集保鲜与维护收口。
perplexity
cachemoney
Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use Context7) or workspace questions.
chatbot
liushuang393
マルチターン対話管理 Skill。会話履歴管理、コンテキスト維持、Agent 連携、RAG 統合をサポート。 チャットボット構築、対話型アシスタント、カスタマーサポートボットに使用。
grokipedia-search
bdbi
"Use the grokir CLI (Grokipedia client) to run full-text searches and fetch pages. Trigger when the user asks to: search Grokipedia, find articles/slugs, fetch page content by slug, or do research using grokir."
ferrite
jpbonch
Use this skill to get external capabilities on demand. It lets you find and use APIs/services for web search, maps/place lookup, scraping, enrichment, social/news data, image/video generation, text-to-speech, and speech-to-text through one flow.
laravel-boost
SebastiaanWouters
Laravel MCP with DB queries, schema, routes, logs, artisan, tinker, docs search. Triggers on Laravel development, debugging, or database tasks.
git-ai-code-search
mars167
Semantic code search and codebase understanding using git-ai MCP tools. Use when: (1) Searching for symbols, functions, or semantic concepts, (2) Understanding project architecture, (3) Analyzing call graphs and code relationships. Triggers: "find X", "search for X", "who calls X", "where is X", "understand this codebase".
x-search
iamladi
Search X/Twitter for real-time developer discourse, product feedback, community sentiment, and expert opinions. Use when user says "x search", "search x for", "search twitter for", "what are people saying about", or needs recent X discourse for context (library releases, API changes, product launches, industry discussion).
ctxpack
iboughtbed
Index and search code repositories, local folders, and codebases. Provides context via text, vector, and hybrid search with agent exploration, deep research, and direct file access. Use when you need context from external codebases, repositories, or local projects.
cross-env-postgresql-extensions
jovermier
Activate when creating database migrations that enable or disable PostgreSQL extensions. Provides the DO block pattern for cross-environment compatibility between Nhost Cloud, CNPG (CloudNativePG), and other PostgreSQL environments.
obsidian-cli-inspector
jingyi-zhao-01
Provision the obsidian-cli-inspector skill and run the CLI via npm wrapper.
codeeagle
imyousuf
Query and analyze the codebase using CodeEagle's knowledge graph. Provides structured code data (symbols, interfaces, edges), impact analysis, design review, and general Q&A — all grounded in an indexed knowledge graph. Use this FIRST before reading source files.
中国电信招投标查询 Skill
lynnlni
åè·å详æ : python detail.py --id "xxx" --type "ResultAnnounc" --security-code "xxx"
agent-memory
WHQ25
Long-term memory for AI coding agents via agmem CLI. Persist cross-project knowledge — bug fixes, library quirks, design decisions, user preferences — across sessions. Use when: (1) fixing a non-trivial bug worth remembering, (2) discovering undocumented library/API behavior, (3) making architecture decisions, (4) user corrects your approach or states a preference, (5) starting a new task and want to check for prior knowledge, (6) encountering an error that might have been seen before.
conversation-search
dhughes
Search indexed conversation history to find past conversations, locate when topics were discussed, or identify which project conversations occurred in. Use when user asks questions like "when did we discuss X?", "find conversations about Y", "in which project did we talk about Z?", or "show me conversations mentioning W". Works across all projects or within current project.
brainstorm
iulspop
Facilitates solution ideation with clear trade-offs and a final recommendation. Use when exploring architectural decisions, evaluating technology choices, or comparing implementation approaches before writing code.
keyword-based-llm-eval
shimo4228
"Use when evaluating LLM-generated structured output against expected results using keyword matching and F1 metrics."
conversation-history-setup
dhughes
Guide users through initial setup of conversation history indexing. Use when user asks about setting up conversation history, indexing past conversations, or when search returns no results and the database may be empty.
rag-systems
pluginagentmarketplace
Build RAG systems - embeddings, vector stores, chunking, and retrieval optimization
nfl-super-bowl-scores
Ontos-AI
Finds Super Bowl score records on the NFL website for a given year.
google-image-crawler
xdrshjr
基于 Playwright 的 Google 图片爬虫 Skill，支持自动化搜索、提取高清原图 URL 和批量下载。 核心能力： - 使用 Playwright 自动化 Google 图片搜索，无需手动操作浏览器 - 智能提取原始高清图片 URL（通过解析 imgurl 参数） - 支持自动滚动加载更多图片，突破单次搜索结果限制 - URL 去重和过滤（自动排除缩略图和无效链接） - 支持图片尺寸过滤（最小宽度/高度） - 提供异步和同步两种 API 接口 - 批量下载支持并发和进度显示 适用场景： - 需要批量获取图片素材（设计、训练数据集等） - 需要从 Google 图片搜索抓取高清原图 - 需要自动化图片采集工作流 注意事项： - 请遵守 Google 服务条款和网站的 robots.txt - 控制请求频率，避免对服务器造成压力 - 商业使用请确认图片版权合规 - 建议使用代理避免 IP 限制
creative-direction-council
antonioc-cl
Expert creative direction council with 6 advisors (Vignelli, Draplin, Bierut, Scher, Sagmeister, Carson) for visual identity, branding, and design systems.
openclaw-serper
nesdeq
Searches Google and extracts full page content from every result via trafilatura. Returns clean readable text, not just snippets. Use when the user needs web search, research, current events, news, factual lookups, product comparisons, technical documentation, or any question requiring up-to-date information from the internet.
algolia-search
ncdevshiv
"Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality."