向量嵌入

Convex Agents RAG

Sstobo

"Implements Retrieval-Augmented Generation (RAG) patterns to enhance agents with custom knowledge bases. Use this when agents need to search through documents, retrieve context from a knowledge base, or ground responses in specific data."

valyu-best-practices

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.

upstage-builder

UpstageAI

"Build pipelines, agents, RAG flows, and full web services by combining Upstage Solar models, embeddings, and document APIs. Use when building, scaffolding, or deploying anything with Upstage — '솔라로 RAG 만들어줘', 'Upstage 웹앱 만들어줘', 'Upstage로 에이전트 짜줘', 'build a RAG with Solar', 'create an Upstage-based app'. Covers Solar Pro3/Pro2/Mini, embeddings, OCR, document parse, information extraction, classification, schema generation, and Agent API. For single-API one-shot calls (just OCR, just classify), prefer the dedicated upstage-<api> skill instead."

cocoindex

89jobrien

Comprehensive toolkit for developing with the CocoIndex library. Use

memory-metadata-search

basicmachines-co

"Structured metadata search for Basic Memory: query notes by custom frontmatter fields using equality, range, array, and nested filters. Use when finding notes by status, priority, confidence, or any custom YAML field rather than free-text content."

aio-youtube

aiocean

This skill should be used when the user asks to "search YouTube", "get video transcript", "summarize video", "extract subtitles", or mentions YouTube, video search, captions, yt-dlp, or provides youtube.com/youtu.be URLs.

aio-gherkin-refine

aiocean

This skill should be used when the user asks to "refine requirements", "write acceptance criteria", "clarify requirements", "use gherkin format", or mentions gherkin, BDD, Given/When/Then. Refines ambiguous requests into structured Gherkin format before implementation. Also use this proactively when a user request is ambiguous, underspecified, or spans multiple conditions — even if they don't mention Gherkin.

code-context-finder

89jobrien

Automatically find relevant context from knowledge graph and code relationships

upstash-vector-db-skills

gocallum

Upstash Vector DB setup, semantic search, namespaces, and embedding models (MixBread preferred). Use when building vector search features on Vercel.

faion-seo-manager

faionfaion

"SEO: on-page, off-page, technical optimization for organic visibility."

Repository Architect & AI Engineering Expert

jgtolentino

License: AGPL-3.0

Deep Research

ThepExcel

knowledge_lookup

jgtolentino

knowledge, search, learning, skills, errors, automation, rl-training

grepai-troubleshooting

yoanbernabeu

Troubleshooting guide for GrepAI. Use this skill to diagnose and fix common issues.

grepai-storage-gob

yoanbernabeu

Configure GOB local file storage for GrepAI. Use this skill for simple, single-machine setups.

grepai-search-tips

yoanbernabeu

Tips and best practices for effective GrepAI searches. Use this skill to improve search result quality.

grepai-storage-postgres

yoanbernabeu

Configure PostgreSQL with pgvector for GrepAI. Use this skill for team environments and large codebases.

grepai-storage-qdrant

yoanbernabeu

Configure Qdrant vector database for GrepAI. Use this skill for high-performance vector search.

grepai-mcp-cursor

yoanbernabeu

Integrate GrepAI with Cursor IDE via MCP. Use this skill to enable semantic code search in Cursor.

parallel

mvanhorn

High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.

grepai-search-basics

yoanbernabeu

Basic semantic code search with GrepAI. Use this skill to learn fundamental search commands and concepts.

grepai-quickstart

yoanbernabeu

Get started with GrepAI in 5 minutes. Use this skill for a complete walkthrough from installation to first search.

grepai-workspaces

yoanbernabeu

Configure multi-project workspaces in GrepAI. Use this skill for monorepos and multiple related projects.

grepai-config-reference

yoanbernabeu

Complete configuration reference for GrepAI. Use this skill when you need to understand all available configuration options.