向量嵌入
向量检索与嵌入工作流
search-for-service
coinbase
Search and browse the x402 bazaar marketplace for paid API services. Use when you or the user want to find available services, see what's available, discover APIs, or need an external service to accomplish a task. Also use as a fallback when no other skill clearly matches — search the bazaar to see if a paid service exists. Covers "what can I do?", "find me an API for...", "what services are available?", "search for...", "browse the bazaar".
sentry
goncalossilva
"Fetch and analyze Sentry issues, events, transactions, and logs. Helps agents debug errors, find root causes, and understand what happened at specific times."
search
goncalossilva
Unified web search with automatic provider selection (Kagi, Brave Search, Claude Code, Codex CLI). Use for searching documentation, facts, or current information.
using-agent-brain
SpillwaveSolutions
Expert Agent Brain skill for document search with BM25 keyword, semantic vector, hybrid, graph, and multi retrieval modes. Use when asked to "search documentation", "query domain", "find in docs", "bm25 search", "hybrid search", "semantic search", "graph search", "multi search", "find dependencies", "code relationships", "searching knowledge base", "querying indexed documents", "finding code references", "exploring codebase", "what calls this function", "find imports", "trace dependencies", "brain search", "brain query", or "knowledge base search". Supports multi-instance architecture with automatic server discovery. GraphRAG mode enables relationship-aware queries for code dependencies and entity connections. Pluggable providers for embeddings (OpenAI, Cohere, Ollama) and summarization (Anthropic, OpenAI, Gemini, Grok, Ollama).
code-review
llama-farm
Comprehensive code review for diffs. Analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. Auto-detects domain (frontend/backend) from file paths.
rag-skills
llama-farm
RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. Covers ingestion, retrieval, embeddings, and performance.
download-anything
hAcKlyc
Find and download virtually any digital resource from the internet — ebooks, academic papers, movies, TV shows, music, software, images, fonts, courses, and more. Covers both English and Chinese internet ecosystems. Includes CLI tool workflows (yt-dlp, aria2, gallery-dl, spotdl), resource site directories, cloud drive search engines (百度/阿里/夸克网盘搜索), and search techniques (Google dorks). Use when the user wants to: (1) download a video, audio, or media from a URL, (2) find and download an ebook or academic paper, (3) find and download software, (4) search for any digital resource, (5) batch download images or media from a gallery/site, (6) download torrents or magnet links, (7) find free stock assets (images, video, audio, fonts), (8) search Chinese cloud drives for resources, or (9) any task involving finding or downloading digital content from the internet.
modulescorecalculator
pwwang
Configuration skill for immunopipe process
tessa
pwwang
TESSA (TCR and Expression Joint Clustering) is a Bayesian model that integrates T-cell receptor (TCR) sequence profiling with transcriptomes of T cells. It maps the functional landscape of the TCR repertoire by learning unified representations across modalities. The process employs BriseisEncoder to capture TCR sequence features, creating numerical embeddings that reconstruct Atchley Factor matrices and CDR3 sequences.
universal-skills-manager
jacob-bd
"The master coordinator for AI skills. Discovers skills from multiple sources (SkillsMP.com, SkillHub, and ClawHub), manages installation, and synchronization across Claude Code, Gemini CLI, Google Anti-Gravity, OpenCode, and other AI tools. Handles User-level (Global) and Project-level (Local) scopes."
requirements-engineering
jasonkneen
Transform vague feature ideas into clear, testable requirements using EARS format. Capture user stories, define acceptance criteria, identify edge cases, and validate completeness before moving to design.
exa-search
tdimino
Advanced Exa AI search with 5 specialized scripts for neural web search, content extraction, similar page discovery, quick research with citations, and async pro research with structured output. This skill should be used when performing web searches, extracting content from URLs, finding similar pages, or conducting AI-powered research. Provides full access to all Exa API endpoints including /search, /contents, /findSimilar, /answer, and /research/v1.
crypt-librarian
tdimino
"Film curator persona for sourcing pre-2016 cinema with literary/gothic sensibility, occult atmosphere, sensual mysticism, and historical grandeur. This skill should be used when searching for film recommendations, building watchlists, or exploring cinema matching these tastes. Uses Perplexity for film discourse, Exa for web searches, and Firecrawl for scraping Criterion/MUBI lists."
content-strategy
manojbajaj95
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," or "content planning." For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit.
competitor-teardown
manojbajaj95
"Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market research, competitive intelligence, investor decks, product strategy, sales enablement. Triggers: competitor analysis, competitive analysis, competitor teardown, market research, competitive intelligence, swot analysis, competitor comparison, market landscape, competitor review, competitive landscape, feature comparison, market positioning"
apify-lead-generation
manojbajaj95
Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach.
business-competitor-analysis
manojbajaj95
Perform comprehensive competitor analysis for any business. Produces an executive-summary markdown report with target customer profile, market positioning, pricing/business model, product features, funding/company size, SWOT analysis, and competitive matrix. All findings are data-grounded. Use when the user asks to analyze competitors, understand competitive landscape, compare a business to alternatives, or perform market research.
palaia
iret77
Local, crash-safe persistent memory for OpenClaw agents. Replaces built-in memory-core with semantic search, projects, and scope-based access control.
x-algo-ml
CloudAI-X
Explain the Phoenix ML model architecture for X recommendations. Use when users ask about embeddings, transformers, how predictions work, or ML model details.
odoo
marcfargas
Odoo ERP integration - connect, introspect, and automate your Odoo instance
brain-expert
desplega-ai
Personal knowledge management expert for the brain CLI. Use when users want to capture notes, search their knowledge base, or manage their second brain.
llms-generative-ai
pluginagentmarketplace
LLMs, prompt engineering, RAG systems, LangChain, and AI application development
dspy-3-retrieval-augmented-generation
vamseeachanta
'Sub-skill of dspy: 3. Retrieval-Augmented Generation.'
solo-you2idea-extract
fortunto2
Extract startup ideas from YouTube videos via solograph MCP — index, search, and analyze video transcripts for business ideas. Multi-MCP coordination pattern (YouTube source → analysis → storage). Use when user says "extract ideas from YouTube", "index YouTube video", "find startup ideas in video", "analyze YouTube for ideas", or "what ideas are in this video". Do NOT use for general YouTube watching (no skill needed) or content creation (use /content-gen).