# Session Start Prompt for Chronicler #23 (The Diagnostician)

**Date:** February 22, 2026  
**Session Start Time:** ~20:51 CST  
**Provided By:** Michael

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## Initial Context Provided

Michael pasted the Gemini conversation showing the complete architectural plan for migrating from AnythingLLM to Dify, including the full docker-compose configuration, environment variables, nginx setup, and troubleshooting guidance for common issues.

The conversation covered:
- Why Dify was chosen over AnythingLLM/Open WebUI
- Complete Firefrost Knowledge Engine architecture (Dify + n8n + Qdrant + Ollama)
- Docker Compose stack configuration
- Plugin system requirements (daemon, sandbox, ssrf_proxy)
- Environment variable configurations
- Nginx reverse proxy setup
- Discord webhook templates
- Git write-back workflows
- Backup and disaster recovery plans

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## Key Information from Starter

1. **The Blueprint** (Chronicler #21) had consulted with Gemini to design the architecture
2. **Dify** was the chosen platform (not Open WebUI as directory name suggested)
3. Full deployment plan existed in `docs/tasks/firefrost-codex-migration-to-open-webui/`
4. Michael had already received complete guidance from Gemini on:
   - Plugin daemon configuration (15+ environment variables needed)
   - Timeout configurations for Dify Issue #603
   - CORS/CSRF authentication requirements
   - n8n workflow designs

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## Session Directive

Execute the Dify deployment following the Gemini-designed architecture, using the deployment plan as reference but adapting based on actual deployment challenges encountered.

Priority: Get Dify fully operational with Ollama integration and plugin system working.

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**This starter prompt set The Diagnostician up for success by providing the complete architectural blueprint before beginning work.**