dragster

Index a document corpus for semantic search. Use when the user wants to set up a knowledge base, create a searchable index from markdown documents, or enable semantic search. Triggers on keywords like "index documents", "create knowledge base", "setup search", "semantic search".

Use this skill when the user asks to parse, perform multi-format document conversion or spatially extract text from an unstructured file (PDF, DOCX, PPTX, XLSX, images, etc.) locally without cloud dependencies.

Search the knowledge base for relevant documents. Use when the user wants to find documents in their indexed corpus, has questions that could be answered by their documents, or needs context from their knowledge base. Triggers on keywords like "search documents", "find in knowledge base", "query index".

External persistent memory for document ingestion and issues, designed for agents without built-in memory (Claude Code, Codex, OpenCode). Use when ingesting documents, tracking parsing problems, or recalling collection state. Works with ctx for cross-session persistence. NOT needed for Letta Code which has native memory.