Embeddings
Vector embeddings and similarity
gam-researcher-agent
by starwreckntx
Automated context retrieval from Transmission Packet archive using iterative research loop. Implements GAM "Read Path" to complement manual "Write Path" (Memorizer).
gmail-intelligence
by ashleytower
Transform Gmail into a business intelligence system for MTL Craft Cocktails. Answer questions about emails, detect leads, draft responses, and track client communications with context about the cocktail catering business.
elasticsearch-daemon
by fast-gateway-protocol
Fast Elasticsearch operations via FGP daemon - 20-40x faster than spawning curl per request. Use when user needs to search documents, index data, run aggregations, or manage indices. Triggers on "elasticsearch search", "es query", "index document", "elastic aggregation", "search index".
agent-memory
by 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
by 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
by 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
by shimo4228
"Use when evaluating LLM-generated structured output against expected results using keyword matching and F1 metrics."
domain-name-generator
by theepan
Generate short, pronounceable, catchy domain names for products, startups, or projects. Use when the user asks for domain name ideas, brand names, startup names, or wants help naming something with an available web domain.
conversation-history-setup
by 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.
ubuntu-desktop-control
by lommaj
Control Ubuntu desktop GUI with semantic element targeting using AT-SPI
rag-systems
by pluginagentmarketplace
Build RAG systems - embeddings, vector stores, chunking, and retrieval optimization
nfl-super-bowl-scores
by Ontos-AI
Finds Super Bowl score records on the NFL website for a given year.
google-image-crawler
by 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
google-search-serper
by minilozio
Google Search powered by Serper.dev API — 9 search types: web, news, images, videos, places, shopping, scholar, patents, autocomplete. Returns Knowledge Graph, Answer Box, People Also Ask, and Related Searches. Use when asked to Google something, search the web for current info, find news, look up images, research academic papers, find local places, or when the user needs richer search results than basic web search. Also use when Brave Search results are insufficient or the user explicitly wants Google results.
openclaw-serper
by 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.
reacticx
by honeyhead
React Native animated component library reference for Reacticx - 90+ production-ready components with Reanimated and Skia. Triggers on reacticx, reactix, or requests for animated React Native UI components (shaders, carousels, bottom sheets, toggles, pickers, loaders, etc).
work-lessons
by choru-k
Log and search lessons learned working in the Clumio codebase — debug solutions, bug fixes, insights, and patterns. Use for "log a lesson", "save this fix", "search lessons", "what did we learn", "work lessons", or when capturing a root cause after debugging.
ai-model-selector
by jaymay549
"Use when selecting AI models, configuring API parameters, or implementing LLM calls. Covers OpenAI (GPT-5.2, GPT-5.1, GPT-4.1, o3), Anthropic (Claude 4.5), Google (Gemini 2.5/3), DeepSeek (V3.2, R1), and embedding models with specs, gotchas, and code templates."
atlassian-usage
by dhughes
This skill should be used when the user asks to "search jira", "find tickets", "look up an issue", "search confluence", "find pages", "read a document", "create a ticket", "update an issue", "add a comment", mentions JQL, CQL, Atlassian, Jira issues, Confluence pages, or provides an Atlassian URL (*.atlassian.net). Provides guidance for using the atl CLI to interact with Atlassian products.
weekly-report
by SerendipityOneInc
Generate weekly work report from GitHub, Linear, and Lark data (周报生成 - 从 GitHub、Linear 和飞书数据自动生成周报)
prompt-lookup
by baotoq
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
md-book
by terraphim
MD-Book documentation generator skill. Use when working with MD-Book, a modern mdbook replacement for generating HTML documentation from Markdown files. Supports syntax highlighting, live reload, Pagefind search, and Tera templates.
web_searcher
by cliuxinxin
Search the internet for real-time information, news, or facts using DuckDuckGo.
playwriter
by SebastiaanWouters
Controls Chrome browser via Playwright MCP for web automation, testing, screenshots, and scraping. Use when explicitly asked to "use playwriter".