Embeddings
Vector embeddings and similarity
deep-search-research
by canxia-hub
Research-agent workflow for deep multi-source search, platform-aware routing, source normalization, evidence tracking, and structured report delivery. Use when the user asks to perform or build deep research across the web or multiple platforms; when a task needs a research plan before searching; when results must include citations, source credibility, or cross-platform synthesis; or when building/iterating a deep-search skill, adapters, retrieval pipelines, or research reports.
firecrawl
by YPYT1
Web search and scraping via Firecrawl API. Use when you need to search the web, scrape websites (including JS-heavy pages), crawl entire sites, or extract structured data from web pages. Requires FIRECRAWL_API_KEY environment variable.
fd-search
by wizact
"REQUIRED for file searches. Use instead of bash find - faster, simpler syntax, regex support, respects .gitignore. Syntax: fd [pattern] [path]. Common: fd -e ext, fd -t f/d, fd -g '*.txt', fd -S +100m, fd --changed-within 1day"
qavr-memory
by kimasplund
Q-Value Augmented Vector Retrieval for learned memory ranking. Tracks which memories are most useful over time and prioritizes them in retrieval.
react-tailwind
by babandeepsingh
Opinionated assistant for installing and configuring Tailwind CSS in React projects, then revamping components using Tailwind utility classes and semantic design tokens. Use when working on React (CRA, Vite, Next.js, Remix, plain SPA) and you need guidance on Tailwind setup, dependency selection and installation order, configuration, semantic theme design, and common UI recipes (forms, data tables, navigation, modals, layout).
amazon
by CodeDraig
Enables Claude to browse Amazon products, manage wishlists, and track orders (no purchases)
OSS Promoter Skill
by ourines
Set enabled: false for weeklies that are language/topic specific and don't match the project
data-engineering-ai-ml
by legout
"AI/ML data pipelines: embedding generation, vector databases, RAG patterns, LLM monitoring, and batch inference workflows."
xcli
by vforsh
Use the xcli CLI to list likes, list bookmarks, search posts, and check usage on X.
document-qa
by IchenDEV
文档问答流程，基于知识库文档回答问题，提供引用和置信度
mrs-server-dev
by mpesce
Work on the Mixed Reality Service server codebase. Use for FastAPI endpoint changes, server-side validation/auth updates, search/register/release contract changes, database-layer behavior, and server test/release hardening.
uniapp-ui
by zwmmm
"UniApp + UnoCSS + WotUI page generator from designs. Converts screenshots or HTML/CSS to UniApp pages. Features: intelligent component mapping with priority (custom components, then WotUI, then built-in), 6 page templates (form, list, detail, tab, search, grid), auto-analyze custom components, cross-platform compatibility checks. Use for: creating UniApp pages, converting designs to code, mobile app/mini-program/H5 development. Actions: generate, create, build, convert, analyze, design. Tech: Vue3, UnoCSS, Wot Design Uni, UniApp."
client-meeting-prep-agent
by neurongraph
An agent that helps relationship managers prepare for upcoming client meetings by synthesizing a tailored Point of View and detailed Speaker Notes from multiple information sources.
spelunk — AI Agent Skill Reference
by usercise
automatically skipped during indexing and will not appear in results.
install-skill
by paulo20223
Search and install skills from skills.sh and GitHub repos. Use when users ask to find skills, install skills, download skills, add skills from GitHub, search for skills, browse skills, get a skill, or want new capabilities. Trigger phrases include "install skill", "find skill", "search skills", "add skill", "download skill", "get skill from github", "skills.sh", "browse skills", "what skills are available", "I need a skill for".
minimax-coding-plan
by mengbo
MiniMax Coding Plan MCP - Web search and image understanding tools for developers
verified-search
by ljchg12-hue
Expert verified search with source validation, credibility scoring, and fact-checking
Knowledge Base Search
by srsubramanian
Search and retrieve information from the vector knowledge base (RAG)
actions-optimiser
by kaihendry
This skill should be used when the user asks to "optimise GitHub Actions", "improve my workflow", "make actions better", "review workflow usage", "how are others using this action", "find best practices for GitHub Actions", or wants to gather real-world context on how GitHub Actions are used to improve their workflows.
semantic-explore
by adilasif
This skill should be used when the user asks to understand code behavior, explore how something works, find where functionality is implemented, or asks questions like "how does X work", "where is Y handled", "what does Z do", "show me the code that", "find the implementation of", or "trace the flow of". Also use for exploring unfamiliar codebases or when grep/glob returns too many irrelevant results. Use BEFORE or ALONGSIDE keyword search.
vibe_learn
by knvpk
Personal knowledge tutor and wiki maintainer. Invoke for ANY of these: "next topic", "teach me", "explain X", "what is X", "bring me next topic", "continue learning", "let's learn", "start topic", "I want to learn", "what's next", "how am I doing", "progress report", "stats", "show my progress", any question about a concept in the curriculum, any URL or article to ingest, or "lint" / "health check" the wiki.
Hyperparameter Search
by sovr610
This skill should be used when the user asks to "tune hyperparameters", "find optimal learning rate", "run grid search", "run random search", "Bayesian optimization", "learning rate finder", "hyperparameter sweep", "tune model", "search space", "parameter optimization", "Optuna", "Ray Tune", "hyperband", "population based training", or needs guidance on hyperparameter search strategies, search space definition, trial management, or automated tuning for the brain_ai system.
literature-review
by unerue
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
design-systems
by moderndegree
Design tokens, spacing scales, color systems, and typography for building consistent UIs. Use when creating design systems, theming, or establishing UI foundations.