RAG and vectors skills

1,886 tagged RAG and vectors, measured the same way as everything else here.

Browse within: workflow 142wanwu 107enterprise-ai 96local-llm 89gdpr 85proactive-agent 84embeddings 77skills 72nextjs 61LangChain 58ai-tools 54fastapi 54ai-skills 53chatgpt 53

alexa

49

HybridAIOne/hybridclaw

Skill Claude CodeCodex

Expose HybridClaw as a custom Alexa skill and prepare guarded Alexa smart-home/device control payloads without exposing Amazon credentials.

not rated 132 +3 today A 27 tokens original MIT

neurolink-guide

50

juspay/neurolink

Skill Claude CodeCodex

Guide for using the NeuroLink SDK and CLI. Invoke when users ask how to use neurolink, integrate AI providers, add MCP tools, configure RAG, set up memory, deploy servers, or work with multimodal content. Covers SDK, CLI, providers, tools, and enterprise features.

not rated 129 +1 today A 65 tokens original MIT

apple-dev-docs

51

BingoWon/apple-rag-mcp

Skill Claude CodeCodex

Search and retrieve Apple's official developer documentation, WWDC video transcripts, and framework references using semantic RAG. Use when the user asks about Apple platforms (iOS, macOS, watchOS, tvOS, visionOS), frameworks (SwiftUI, UIKit, ARKit, Core Data, HealthKit, StoreKit, etc.), Swift language features, Xcode…

not rated 117 +1 3d ago A 89 tokens original MIT

coleam00/cole-medin-knowledge-base

Skill Claude CodeCodex

Build an OKF (Open Knowledge Format) knowledge base from any YouTube channel. Uses Google's OKF standard so any AI can read the output with zero setup. Uses Supadata (managed API, paid). Invoke with /channel-to-kb-supadata @ChannelHandle.

not rated 116 +4 1mo ago A 63 tokens

takeshy/obsidian-gemini-helper

Skill Claude CodeCodex

Review and fix Gemini API usage against Google's official best practices. Use when modifying src/core/gemini.ts, adding new API calls, or auditing Gemini integration quality.

not rated 114 +1 today A 40 tokens original MIT

dotnet-ai-stack

54

atherio-danp/cde-dotnetcc

Skill Claude CodeCodex

Choose and wire AI features in the .NET backend — LLM calls, agentic tool-calling/multi-step workflows, RAG/vector search, structured output, streaming. Use when adding or changing anything that talks to a model or orchestrates agents (your agentic pipeline). Tailored to our LLM provider + MAF + pgvector stack.

not rated 109 1mo ago A 76 tokens

setup-open-index

55

DrDroidLab/open-index

Skill Claude CodeCodex

Install and configure Open Index as the read/write context layer for a domain-specialized agent. Use when setting up a legal, marketing, customer support, sales, infrastructure, or other domain agent with Open Index over MCP.

not rated 106 +1 24d ago A 48 tokens original MIT

hybrid-memory

56

clawdbrunner/openclaw-graphiti-memory

Skill Claude CodeCodex

Hybrid memory strategy combining OpenClaw's built-in QMD vector memory with Graphiti temporal knowledge graph. Use for all memory recall requests.

not rated 104 +1 1mo ago A 32 tokens original MIT

sops-secrets

57

VeriTeknik/pluggedin-app

Skill Claude CodeCodex

Use when adding, changing, reading or rotating a secret in infra/sops/secrets.env.sops, adding an age recipient, or when sops reports "Error unmarshalling input json", "Config file not found", or "no matching creation rules found" in this repo.

not rated 99 yesterday A 61 tokens original MIT

velesdb-memory

58

cyberlife-coder/VelesDB

Skill Claude CodeCodex

Use durable, explainable, self-improving memory across a coding session via the velesdb-memory MCP server. Trigger whenever the velesdb-memory MCP tools (remember/recall/recallfused/relate/why/feedback/forget/rememberextracted/extractionstatus/entity/memorystatus) are available and the work would benefit from…

not rated 90 today A 328 tokens

mqc-timeline-master

59

zeweihan/aiworkdeck

Skill Claude CodeCodex

Turn raw case materials into a faithful, court-ready case timeline (SVG + PNG + PPTX + VSDX + drawio, plus a traceability index in Word). Use this whenever the user hands over litigation materials — a judgment, complaint, defence, evidence list, contract, bank or Alipay statement, WeChat screenshots, scanned exhibits…

not rated 82 +3 today A 269 tokens AGPL-3.0

cocoindex

60

cocoindex-io/cocoindex-claude

Skill Claude CodeCodex

Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions, or operate flows via CLI or API. Covers building ETL workflows for AI data processing, including embedding documents into vector databases, building knowledge…

not rated 79 3mo ago A 72 tokens original Apache-2.0

diagram-design

61

LazyAGI/LazyMind

Skill Claude CodeCodex

A design guide for creating downloadable diagrams as HTML pages or standalone SVG files. It covers architecture, process, sequence, data, timeline, swimlane, quadrant, and statistical diagrams, including selected Mermaid and Draw.io imports.

not rated 75 +1 yesterday A 160 tokens original Apache-2.0

second-brain

62

morankor/theorist-toolbox

Skill Claude CodeCodex

Set up and use an academic "second brain" — agentic RAG over a local library of theoretical papers (LaTeX-aware ingestion, theorem/proof tools, hybrid search). Use when the user wants a second brain for papers in a folder, says "/second-brain", "set up a second brain here", "ingest this paper into my second brain", or…

not rated 69 +1 27d ago A 108 tokens original MIT

okfy

63

0dust/OKFy

Skill Claude CodeCodex

Use when a user wants an agent to use docs through OKFy, set up or verify an OKFy MCP docs source, convert docs websites or local Markdown into OKF bundles, generate activation proof, or answer from an existing OKFy bundle/workspace.

not rated 69 +1 18d ago A 54 tokens original MIT

clangd-graph-rag

65

2015xli/clangd-graph-rag

Skill Claude CodeCodex

This skill enables deep semantic and structural analysis of C/C++ codebases using a pre-built Neo4j GraphRAG. It provides insights into call chains, class hierarchies, macro causality, and type aliases.

not rated 61 4mo ago A 0 tokens original Apache-2.0

graphify-windows

66

saeedkolivand/ai-job-hunter-app

Skill Claude CodeCodex

Turn any folder of files into a navigable knowledge graph with community detection, an honest audit trail, and three outputs: interactive HTML, GraphRAG-ready JSON, and a plain-language GRAPHREPORT.md.

not rated 54 +1 today A 75 tokens

ask-ai

67

farming-labs/docs

Skill Claude CodeCodex

Configure the Ask AI (RAG-powered AI chat) in @farming-labs/docs. Use when enabling AI chat, setting mode (search vs floating), floatingStyle (panel, modal, popover, full-modal), position, providers, models, suggestedQuestions, apiKey, systemPrompt, or maxResults. Covers Next.js, SvelteKit, Astro, Nuxt and env vars.

not rated 53 today A 83 tokens

convex-agent

68

get-convex/agent-skills

Skill Claude CodeCodex

Add an AI agent / RAG backend (@convex-dev/agent) to the Convex app.

not rated 53 +2 yesterday A 25 tokens original Apache-2.0

lilbee-mcp

69

tobocop2/lilbee

Skill Claude CodeCodex

Search and manage the user's local lilbee knowledge base over MCP. Use whenever the user has indexed code, docs, PDFs, or web pages into lilbee and you need cited answers, or whenever they ask you to ingest content, swap models, or tune retrieval against their library. Every fact returned cites file and line.…

not rated 51 +4 changed yesterday A 95 tokens original MIT

SichengLong26/deepresearch_agent_harness

Skill Claude CodeCodex

A research workflow that reuses verified GraphRAG research trails. GraphRAG combines graph-based connections between information with search to investigate questions and produce cited reports.

not rated 44 +23 8d ago A 41 tokens

mastra

71

Array-Ventures/coworker

Skill Claude CodeCodex

Comprehensive Mastra framework guide. Teaches how to find current documentation, verify API signatures, and build agents and workflows. Covers documentation lookup strategies (embedded docs, remote docs), core concepts (agents vs workflows, tools, memory, RAG), TypeScript requirements, and common patterns. Use this…

not rated 41 6mo ago A 83 tokens original Apache-2.0

eval-engineer

72

Galileo-Agent-Labs/eval-engineer

Skill Claude CodeCodex

Use when a user is unsure which Eval Engineer command to run for AI agents/RAG apps, needs onboarding/status for a .galileo workspace, or asks where to start.

not rated 41 24d ago A 39 tokens original MIT

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