Embeddings
Vector embeddings and similarity
surrealdb
by mikkelkrogsholm
"SurrealDB — multi-model database supporting document, graph, relational, key-value, time-series, and vector search in a single engine using SurrealQL. Use when building with SurrealDB or asking about schema design (schemafull vs schemaless), SurrealQL queries, graph relations with RELATE, live queries, full-text search, JS/TS SDK setup, namespace and database hierarchy, record IDs, authentication with DEFINE ACCESS, or connecting with WebSocket vs HTTP. Fetch live documentation for up-to-date details."
skill-system-memory
by arthur0824hao
Persistent shared memory for AI agents backed by PostgreSQL (fts + pg_trgm, optional pgvector). Includes compaction logging and maintenance scripts.
web-search
by koryaga
Web search capability using DuckDuckGo API by default, with Tavily API fallback when TRAVILY_TOKEN is provided. Use when you need to search the web for current information, research topics, find URLs, or gather data from online sources. Supports queries for news, technical information, research papers, company data, and general web content.
taste
by KehaoC
Agentware store for expanding agent capabilities. Trigger this skill any time the agent or user hits a capability gap or wants the agent to do more: needs a tool, MCP server, plugin, integration, or skill it doesn't have yet; wants to automate something currently done manually; asks "can you do X?", "is there a better way?", "what should I use for this?", or "how do I make you smarter?"; mentions OpenClaw, agentware, skills, or workflow upgrades; or is about to repeat a manual step that a tool should handle. Use before any web search for tools or integrations. Use when a task fails because of a missing capability. When in doubt, query — the cost of an unnecessary search is low; the cost of missing the right tool is high. Query first, pitch one option, act only with approval.
job-search-module
by DS-codi
Use this skill when working with job folder lookups on network drives, implementing index-based caching for fast searches, or adding job search functionality to applications. Covers the reusable job_search module API, CLI tool usage, configuration options, and integration patterns.
rag-evaluation
by latestaiagents
Test and benchmark RAG systems with proper metrics and evaluation frameworks. Use this skill when evaluating RAG quality, measuring retrieval performance, using RAGAS metrics, or building RAG test suites. Activate when: RAG evaluation, RAG testing, RAGAS, retrieval metrics, faithfulness, relevance, context precision, RAG benchmarking.
react-human-made
by humanmade
Human Made React component standards. Apply when writing React components, reviewing React code, or building WordPress block editor interfaces. Covers functional components, hooks, PropTypes, and component organization.
Memory Compass - 记忆罗盘 ⭐⭐⭐⭐⭐
by wbin0001
版本： v1.0.0
meilisearch
by mikkelkrogsholm
"Meilisearch — fast, open-source search engine with typo tolerance, faceted search, and AI-powered hybrid search. Use when building with Meilisearch or asking about its index configuration, search parameters, filters, facets, API keys, geosearch, ranking rules, or integration with JavaScript/TypeScript clients. Fetch live documentation for up-to-date details."
seo-analysis
by 89jobrien
SEO analysis and optimization specialist. Use when conducting technical
git-workflow-skills
by kimasplund
Provides standardized Git workflows, commit message conventions, branching strategies, and collaboration patterns for all agents performing Git operations. Use when creating commits, choosing branching strategies, creating PRs, performing git operations (merge vs rebase), or handling git collaboration workflows.
tanstack-router
by mikkelkrogsholm
"TanStack Router — fully type-safe router for React with file-based routing, search params validation, loaders, and built-in caching. Use when building with TanStack Router or asking about its route configuration, file-based routing, type-safe links, search params, loaders, or navigation patterns. Fetch live documentation for up-to-date details."
search
by LukasStrickler
"Search the web, library documentation, and GitHub repositories using Tavily, Context7, GitHub Grep, Exa fallback, and Z.AI Web Search Prime MCP fallback. Use when: (1) Looking up documentation for libraries or frameworks, (2) Searching for code examples or tutorials, (3) Finding API references or specifications, (4) Researching best practices or solutions, (5) Looking up error messages or troubleshooting guides, (6) Finding library installation instructions, (7) Searching for real-world code patterns in GitHub repositories, or (8) When you need current web information or documentation. Triggers: search, look up, find documentation, search web, lookup, find examples, search for, how to, tutorial, API reference, documentation for, error message, troubleshoot, best practices, find code examples, GitHub search."
memory-systems
by ken-cavanagh-glean
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge.
airbnb-search
by Olafs-World
Search Airbnb listings with prices, ratings, and direct links. No user API key required (uses Airbnb's public frontend API key). Use when searching for Airbnb stays, vacation rentals, or accommodation pricing.
rss-agent-viewer
by brooksy4503
'AI agent-friendly CLI RSS/Atom feed viewer with discovery, search, and OPML import/export. Use when an agent needs to manage RSS feeds, read articles, or run feed discovery from the terminal. Triggered by: "read RSS feeds", "view RSS", "RSS reader CLI", "rss-viewer", "discover RSS feeds", "import OPML", "search feeds", or "discover-search feeds".'
code-context-finder
by 89jobrien
Automatically find relevant context from knowledge graph and code relationships
web-search
by marcfargas
Web search and content extraction using ddgs (multi-engine metasearch). No API keys required. Use when: searching documentation, facts, current information, news, fetching web content. Triggers: search the web, look up, find information, web search, news search, fetch page.
upstash
by mikkelkrogsholm
"Upstash — serverless Redis, QStash, and Vector database with per-request pricing optimized for edge and serverless environments. Use when building with Upstash or asking about its Redis client, QStash message queuing, rate limiting, workflows, or vector search. Fetch live documentation for up-to-date details."
ui-ux-pro-max
by atxinsky
"UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient."
llms-generative-ai
by pluginagentmarketplace
LLMs, prompt engineering, RAG systems, LangChain, and AI application development
wordspace
by frames-engineering
CLI for bootstrapping and managing wordspace projects
sonoscli
by Heldinhow
Control Sonos speakers (discover/status/play/volume/group).
docs-search
by toss
Search and retrieve Toss / Apps-in-Toss documentation using the ax CLI via run-ax.sh. Supports docs, TDS React Native, and TDS Web sources. Use bash to execute run-ax.sh in this skill's directory.