Semantic search over local files using all-MiniLM-L6-v2 embeddings and ms-marco-MiniLM-L-6-v2 cross-encoder reranking with ChromaDB and parent-child chunking...
Data sourced from ClawHub. View on ClawSkills
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install lookupmark-local-ragOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install lookupmark-local-ragβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/lookupmark-local-rag/π‘Extract and place the folder at the path above, then restart your agent.
Category
π£Marketing & GrowthPlatforms
What Local RAG can do for your AI workflow
Semantic search over local directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Local RAG
Help me get started with Local RAG
Explains what Local RAG does, walks through the setup, and runs a quick demo based on your current project
Use Local RAG to semantic search over local files using all-MiniLM-L6-v2 embeddings ...
Invokes Local RAG with the right parameters and returns the result directly in the conversation
What can I do with Local RAG in my marketing & growth workflow?
Lists the top use cases for Local RAG, with example commands for each scenario
Guides & tutorials for AI skills
10 Fresh GitHub Agent Skills Added in June 2026
A hand-checked shortlist of recently updated GitHub agent skills that were not already in our catalog, excluding marketplaces, awesome lists, managers, and generic skill directories.
The 7 AI Skills Every Software Developer Should Have Installed in 2026
After testing dozens of developer-focused AI skills, these are the seven that have proven genuinely useful across different tech stacks and workflows β not just impressive demos, but tools that hold up under daily use.
Local RAG extends your AI assistant with the ability to semantic search over local files using all-MiniLM-L6-v2 embeddings and ms-marco-MiniLM-L-6-v2 cross-encoder reranking with ChromaDB and parent-child chunking... Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Local RAG as its underlying capability.
Local RAG works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Local RAG once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
Local RAG installs like any other MCP skill: drop the folder into `~/.claude/skills/lookupmark-local-rag/` for global access, or `.claude/skills/lookupmark-local-rag/` to keep it scoped to one project. After a quick restart of Claude, you can trigger it explicitly with `/lookupmark-local-rag`, or let the AI decide when it's the right tool for your request.
Local RAG has 169 installs and is part of the growing Marketing & Growth skill ecosystem on DiscoverAISkills. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/lookupmark-local-rag/ for personal use (all projects), or .claude/skills/lookupmark-local-rag/ for project-specific use. Restart your AI client, then invoke with /lookupmark-local-rag or let the AI discover it automatically.
Local RAG supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Local RAG is free to install. Check the repository for licensing information.
Semantic search over local files using all-MiniLM-L6-v2 embeddings and ms-marco-MiniLM-L-6-v2 cross-encoder reranking with ChromaDB and parent-child chunking...
Automate my marketing & growth tasks using Local RAG
Identifies repetitive steps in your workflow and sets up Local RAG to handle them automatically
Local RAG is categorized under Marketing & Growth. These skills help AI agents perform specialized tasks in this domain.
Local Web Search
Free local web search via DuckDuckGo HTML scraping with no API key. Use when web_search tool is unavailable or missing API keys, and you need fast query resu...