andrea9293

Use when you need to store, retrieve, search, or manage documents in a local knowledge base with semantic search and hybrid (vector + full-text) retrieval. Also use when interacting with the documentation server web interface, managing uploads, or performing AI-powered document analysis. Use this instead of MCP-native tool definitions when context efficiency is a concern.

Use when the user wants to export OpenCode sessions from a specified project path or the current workspace by default, rebuild readable transcripts, and ingest only useful sessions into the wiki with sequential subagents.

Send Telegram messages, files, and images with a bundled Python script. Use when you need to notify users or deliver generated artifacts outside the chat session.