Embeddings
Vector embeddings and similarity
cass
by johnlindquist
Always search before starting any work across all coding agent session histories (Claude Code, Codex, Cursor, Gemini CLI, Aider, ChatGPT) to find whatever we've discussed before.
valyu-best-practices
by valyuAI
Complete Valyu API toolkit for AI agents. Use this skill when asked to perform real-time search across web, academic, medical, transportation, financial sources, content extraction from URLs, AI-powered answers with citations, or comprehensive deep research reports.
anipy-cli
by Linaqruf
This skill should be used when the user asks to play, watch, stream, search, download, or binge anime; continue watching or check anime history; install, setup, configure, update, or fix anipy-cli; change video player or set anime quality; troubleshoot anime playback issues; or mentions anipy-cli by name. Triggers on "play anime", "watch frieren", "stream one piece dubbed", "download anime episodes", "binge naruto 1-10", "show anime history", "next episode", "continue watching", "change player to mpv", "set quality to 1080", "anipy-cli not working", "player not found", "anipy-cli", "anime from terminal".
chunking-strategies
by latestaiagents
Optimize document chunking for RAG performance and retrieval quality. Use this skill when splitting documents, choosing chunk sizes, implementing semantic chunking, or improving RAG retrieval accuracy. Activate when: chunking, split documents, chunk size, text splitting, document processing, RAG performance, semantic chunking, overlap.
youtube-search
by audibleblink
Search YouTube for videos by query and return structured JSON results including title, video ID, channel, duration, view count, publish time, approximate upload date, thumbnails, and video URL. Use when the user wants to find YouTube videos, look up content on YouTube, or needs video metadata from YouTube search results.
faion-rag-engineer
by faionfaion
"RAG engineering: embeddings, chunking, vector databases, hybrid search, reranking."
grepai
by audibleblink
Semantic code search, and call graph analysis with GrepAI. Use when (1) searching code by meaning/intent rather than exact text, (2) finding function callers or callees, or (3) integrating GrepAI with AI agents via JSON/TOON output.
signet-first
by Ostico
"Memory-first protocol for AI coding agents. Search memory before acting, store durable conclusions, maintain session continuity. Uses Signet when available, degrades to native memory systems."
zotero-mcp-augmentation
by wddxg
Use this skill when the user wants to add local full-text cleaning, chunking, embedding, or passage retrieval to Zotero MCP. It is suitable for cleaned fulltext sidecars, chunk-level semantic search, and local RAG-style workflows built on local models instead of remote APIs.
production-rag-checklist
by latestaiagents
Deploy RAG systems to production with proper architecture, monitoring, and operations. Use this skill when deploying RAG to production, scaling retrieval systems, implementing RAG monitoring, or building enterprise RAG infrastructure. Activate when: production RAG, RAG deployment, enterprise RAG, RAG architecture, RAG monitoring, RAG scaling, RAG infrastructure, RAG ops.
wp-trac-search
by sirreal
Search WordPress Trac tickets
search-vector-architect
by k1lgor
Use this for implementing full-text search (Elasticsearch/OpenSearch) or vector search/embeddings (RAG, Pinecone, Chroma) for AI applications.
memory-systems
by eyadsibai
Use when implementing agent memory, persisting state across sessions, building knowledge graphs, tracking entities, or asking about "agent memory", "knowledge graph", "entity memory", "vector stores", "temporal knowledge", "cross-session persistence"
market-data
by macaron-software
Market data aggregation from multiple free providers (yfinance, ECB, Finnhub). Use when building or modifying the market data pipeline. Covers real-time stock/ETF quotes, ISIN-ticker resolution, ECB FX rates (EUR/USD/GBP), historical OHLCV data, instrument metadata enrichment, dividend calendars, and multi-currency portfolio valuation.
agent-review
by igbuend
Review AI agent implementations for best practices in architecture, folder structure, design patterns, error handling, and observability. Use when auditing agent codebases or designing new agent systems.
memory-workflow
by VeriTeknik
"Guide the memory session lifecycle - start sessions, record observations, search memories, and end sessions with Z-reports. Use when working with Plugged.in memory system."
memory-forget
by VeriTeknik
"Delete specific memories or clear memory categories. Use with caution - forgotten memories cannot be recovered."
Open Education Hub Deep Dives
by cdeistopened
61 modular Claude Code skills for content creators. Writing, voice, video, podcast, design, research, and more.
hallucinated-packages-anti-pattern
by igbuend
"Security anti-pattern for hallucinated (non-existent) packages (CWE-1357). Use when generating or reviewing AI-assisted code that imports packages, dependencies, or libraries. CRITICAL AI-specific vulnerability with 5-21% hallucination rate. Detects dependency confusion and slopsquatting risks."
rag-context
by VeriTeknik
"Search the user's knowledge base for relevant documentation, guides, and reference material. Use when you need information that might be in uploaded documents."
xhs-search-workflow
by chinatsu1124
使用内置 JS 签名与 Cookie 鉴权运行独立的小红书数据工作流，适用于搜索、提取、导出和创作者数据采集；当需要脱离原仓库稳定复用 Spider_XHS 核心能力时使用。 Use this skill to run a standalone Xiaohongshu workflow with bundled JS signing assets and cookie auth for search, extraction, export, and creator data collection when you need Spider_XHS-derived capabilities without depending on the original repository.
memory-search
by VeriTeknik
"Search past memories semantically. Returns summaries first, use memory-details for full content."
ios-app-intents-ref
by derKlinke
Use when integrating App Intents for Siri, Apple Intelligence, Shortcuts, Spotlight, or system experiences - covers AppIntent, AppEntity, parameter handling, entity queries, background execution, authentication, and debugging common integration issues for iOS 16+
web-ux-command-palette
by gwenwindflower
"Build keyboard-driven command palettes using cmdk + shadcn/ui. Use when: (1) Adding command palette to web apps, (2) Implementing keyboard navigation, (3) Building spotlight-style search, (4) Setting up cmdk with shadcn components."