📝 Rag Pipeline Builder
This skill scaffolds a production-ready RAG pipeline without LangChain, enabling fast document ingestion, semantic search, and streaming API endpoints.
npx playbooks add skill mrowaisabdullah/ai-humanoid-robotics --skill rag-pipeline-builder
About Rag Pipeline Builder
Rag Pipeline Builder specializes your AI coding agent in documentation — it this skill scaffolds a production-ready rag pipeline without langchain, enabling fast document ingestion, semantic search, and streaming api endpoints.
At 19 words, this compact prompt gives your agent specialized documentation expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Writing API references and README files
- Generating inline code comments and docstrings
- Creating architecture decision records (ADRs)
- Keeping docs in sync with code changes
Example Prompts
System Prompt (19 words)
This skill scaffolds a production-ready RAG pipeline without LangChain, enabling fast document ingestion, semantic search, and streaming API endpoints.
Frequently Asked Questions
What is Rag Pipeline Builder?
Rag Pipeline Builder is a free documentation skill for AI coding agents. This skill scaffolds a production-ready RAG pipeline without LangChain, enabling fast document ingestion, semantic search, and streaming API endpoints.. It provides a specialized system prompt that configures your agent with documentation expertise.
How do I use Rag Pipeline Builder with Claude Code?
Run npx playbooks add skill mrowaisabdullah/ai-humanoid-robotics --skill rag-pipeline-builder in your terminal to install Rag Pipeline Builder into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Rag Pipeline Builder?
Rag Pipeline Builder is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Rag Pipeline Builder free to use?
Yes, Rag Pipeline Builder is completely free and open source. The full source is available on GitHub at https://github.com/mrowaisabdullah/ai-humanoid-robotics/tree/main/.claude/skills/rag-pipeline-builder. You only need a subscription to the AI agent you use it with.
