向量嵌入
向量检索与嵌入工作流
browser-automation
aws-samples
Web browser automation powered by Nova Act AI — navigate, interact, extract data, and manage tabs.
web-search
aws-samples
Search the web using DuckDuckGo for current information, news, and research topics.
google-maps
aws-samples
Place search, directions, geocoding, and interactive maps
Jira Search Skill
NeverSight
A crawler script to fetch skill data from network, automatically executed daily via GitHub Actions.
job-search
proficientlyjobs
Search for jobs matching my resume and preferences
constraint-programming
kishorkukreja
When the user wants to solve complex scheduling, allocation, or combinatorial problems using constraint programming (CP). Also use when the user mentions "constraint programming," "CP-SAT," "constraint satisfaction," "all-different constraint," "global constraints," "propagation," "search strategies," or when the problem has complex logical constraints, scheduling with disjunctive resources, or allocation problems. For MIP, see optimization-modeling. For metaheuristics, see metaheuristic-optimization.
Jira Search Skill
NeverSight
Curated high-quality AI Agent Skills. Search, install, copy and share.
faion-rag-engineer
faionfaion
"RAG engineering: embeddings, chunking, vector databases, hybrid search, reranking."
chai1
HughYau
Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai Discovery 2024, github.com/chaidiscovery/chai-lab). Reach for this skill to predict an antibody-antigen or protein-ligand complex from a single FASTA, to re-fold designed binders as an AlphaFold-multimer alternative, or to drive co-folding from Python for batched campaigns on a GPU.
faion-seo-manager
faionfaion
"SEO: on-page, off-page, technical optimization for organic visibility."
ios-design-guidelines
ehmo
Apple Human Interface Guidelines for iPhone. Use when building, reviewing, or refactoring SwiftUI/UIKit interfaces for iOS. Triggers on tasks involving iPhone UI, iOS components, accessibility, Dynamic Type, Dark Mode, or HIG compliance.
wikipedia-search
aws-samples
Wikipedia article search and retrieval
pdf-text-replace
instavm
Replace text in fillable PDF forms by updating form field values. This skill should be used when users need to update names, addresses, dates, or other text in PDF form fields.
establishing-thought-leadership
dmend3z
Crafts comprehensive, search-optimized pillar content to establish a brand as a definitive authority on a topic. Use when you need to create long-form, evergreen "pillar pages" that serve as the cornerstone of a content strategy.
content-platforms
dmend3z
This skill transforms Claude into a content platform specialist. Use it to develop content strategies, create high-quality content, and analyze performance. Trigger with keywords like 'content strategy', 'content creation', or 'content marketing'.
x-twitter
alberduris
Interact with X (Twitter) API v2. Post tweets, search, engage, moderate, and analyze â all from your AI agent. Full 31-command skill for Twitter/X automation.
apple-mail
mitsuhiko
"Search, read, and extract attachments from Apple Mail's local storage. Query emails by sender, recipient, subject, body, date, mailbox, and flags. Read raw RFC822 messages and extract file attachments."
controlling-spotify
oaustegard
Control Spotify playback and manage playlists via MCP server. Use when user requests playing music, controlling Spotify, creating playlists, searching songs, or managing their Spotify library.
creating-mcp-servers
oaustegard
Creates production-ready MCP servers using FastMCP v2. Use when building MCP servers, optimizing tool descriptions for context efficiency, implementing progressive disclosure for multiple capabilities, or packaging servers for distribution.
exploring-codebases
oaustegard
Semantic search for codebases. Locates matches with ripgrep and expands them into full AST nodes (functions/classes) using tree-sitter or pre-generated _MAP.md files. Returns complete, syntactically valid code blocks rather than fragmented lines. Use when looking for specific implementations, examples, or references where full context is needed.
reviewing-ai-papers
oaustegard
Analyze AI/ML technical content (papers, articles, blog posts) and extract actionable insights filtered through enterprise AI engineering lens. Use when user provides URL/document for AI/ML content analysis, asks to "review this paper", or mentions technical content in domains like RAG, embeddings, fine-tuning, prompt engineering, LLM deployment.
mcp:setup-arxiv-mcp
NeoLabHQ
Guide for setup arXiv paper search MCP server using Docker MCP
hebbs
hebbs-ai
"Cognitive engine for AI agents: index files and memories, retrieve across 4 weighted dimensions (similarity, temporal, importance, frequency), automatic insight consolidation, automatic contradiction detection, with full parameter control on every function."
codebase-navigation
rsmdt
Navigate, search, and understand project structures. Use when onboarding to a codebase, locating implementations, tracing dependencies, or understanding architecture. Provides patterns for file searching with Glob, code searching with Grep, and systematic architecture analysis.