Files
firefrost-operations-manual/SESSION-START-PROMPT-FOR-23.md

1.8 KiB

Session Start Prompt for Chronicler #23 (The Diagnostician)

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


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

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

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.


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