benmaster82/Kwipu — reverse-engineered prompt

Build me a fully local tool that lets me ask questions across my Markdown notes, especially an Obsidian vault, and get useful answers that connect ideas from multiple files. I want it to read normal notes plus wikilinks and YAML frontmatter, turn that into a searchable knowledge graph, and answer in natural language with source citations so it does not make things up.

It should watch the notes folder for edits and only update changed files instead of rebuilding everything. Keep everything on my machine through Ollama, support a few common languages automatically, and use a mix of semantic search, keyword search, and date or metadata clues so results feel smart.

A simple terminal interface is enough. Please add startup checks that tell me clearly if Ollama is not running or models are missing, and let me choose different chat and embedding models from the command line. I also want an MCP server so I can plug it into Claude Desktop or Cursor and query my notes there too. Look up current docs online if you need to.