向量嵌入
向量检索与嵌入工作流
ai-model-selector
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
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.
postgresql-table-design
dereknex
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
weekly-report
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)
ai-ml
ncdevshiv
"AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features."
md-book
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.
content-strategy
Jackiexiao
"Plan content strategy, topic selection, and publishing priorities for SaaS/software products."
seo-ai-search
johnpang1020
Expert SEO + AI search optimizer. Generates dynamic metadata, JSON-LD structured data (Schema.org), Open Graph / Twitter / Facebook tags, canonical URLs, hreflang, semantic markup guidance. Improves AI discoverability via entity linking, intent signals, context relevance, knowledge graph hints. Use when user asks for: SEOHead React component, AI-optimized content/structure, SPA crawlability, rich results, schema validation, or any SEO/AI-search task.
misc
SerendipityOneInc
Miscellaneous tools - train tickets (12306), flight info (Variflight), accommodation (Airbnb), and social media (Rednote/Xiaohongshu)
arxiv-search
HanLi0705
Search arXiv preprint repository for academic papers in physics, mathematics, computer science, and related fields
lark-docs
SerendipityOneInc
Access and search Lark/Feishu cloud documents with user permissions (飞书云文档权限访问)
forge-resume
fwehrling
FORGE Resume — Resumes an existing FORGE project. Analyzes the current state, identifies the next action, and proposes to continue development. Usage: /forge-resume
faq-finder
Ontos-AI
Searches for and retrieves information from FAQ (Frequently Asked Questions) pages based on keywords.
opentable
evansking
Search restaurants and check availability on OpenTable via browser automation.
local-knowledge
terraphim
Leverage personal notes and documentation through Terraphim's role-based search. AI agents can search developer's local knowledge organized by domain (Rust, frontend, architecture) using the terraphim-agent REPL commands.
agent-memory-systems
ncdevshiv
"Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s..."
nanoserp
fkodom
"Free web search and page scraping via DuckDuckGo. Use when the agent needs to search the web for information, fetch and read webpage contents, or gather links from a page. Triggers on tasks requiring web search, web scraping, URL fetching, or internet research. No API keys or accounts needed."
skills-discovery
dereknex
Search for and install Agent Skills that give you specialized capabilities. Before starting work, ask might a skill exist that handles this better than my base knowledge? If the task involves specific technologies, frameworks, file formats, or expert domains. Search proactively, even if the user doesn't mention skills. Skills encode best practices, tools, and techniques you wouldn't otherwise have. Also use when users explicitly ask to find, install, or manage skills.
context7-skills
narumiruna
Use when managing Context7 CLI skills with npx ctx7 (search, install, list, remove, info).
google-images-crawler
xdrshjr
Crawl high-resolution original images from Google Images search. Use when user needs to (1) Search and download images from Google, (2) Get original/full-size images instead of thumbnails, (3) Batch download images by keyword, (4) Extract image URLs from Google Images search results. Supports specifying number of images, filtering by size, and downloading to local storage.
session-search
terraphim
Search and analyze AI coding assistant session history using Terraphim. Find past conversations, discover patterns, and learn from previous work. Supports Claude Code, Cursor, Aider, and other AI coding assistants.
exa-tool
ClaireAICodes
Exa MCP integration for advanced search, research, and crawling.
architecting-memory
Git-Fg
"Implements progression from Vector RAG → GraphRAG → Temporal Knowledge Graphs. Use when designing persistent memory architectures for AI agent systems."
librarian
Lynricsy
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app. 网络研究专家，专注于外部信息检索。