Files
firefrost-operations-manual/docs/tasks-active/task-093-trinity-codex.md
Claude 3dbbc069f7 Create tasks-active system for individual task management in Decap CMS
- New folder: docs/tasks-active/ with individual task files
- Each task = separate markdown file with frontmatter metadata
- Migrated 6 key tasks (26, 87, 93, 94, 98, 99) as examples
- Added comprehensive README with workflow documentation

Task Files Created:
- task-026-modpack-version-checker.md (P1, IN_PROGRESS)
- task-087-arbiter-lifecycle-handlers.md (P0, COMPLETE, BLOCKER)
- task-093-trinity-codex.md (P1, PLANNED)
- task-094-global-restart-scheduler.md (P1, PLANNED)
- task-098-discord-channel-automation.md (P2, PLANNED)
- task-099-claude-projects-architecture.md (P1, READY)

Benefits:
- Decap CMS shows individual tasks instead of two giant files
- Sortable by priority (blockers first)
- Filterable by status, blocker flag, priority
- Mobile-friendly individual entries
- Links to full specs in /docs/tasks/
- Easy to add/edit/complete tasks via UI

For Future Chroniclers:
- README documents full workflow
- Template structure established
- Integration with existing /docs/tasks/ specs
2026-04-07 21:54:43 +00:00

1.4 KiB

task_number, title, priority, status, is_blocker, tags, estimated_hours
task_number title priority status is_blocker tags estimated_hours
93 Trinity Codex (Dify/Qdrant RAG) 1 PLANNED false
ai
rag
knowledge-base
dify
qdrant
16

Task #93: Trinity Codex (Dify/Qdrant RAG System)

Status: PLANNED (Architecture complete)
Priority: P1 - HIGH (Force Multiplier)
Category: AI Infrastructure

Overview

Self-hosted RAG (Retrieval Augmented Generation) system using Dify + Qdrant for intelligent knowledge base search across the firefrost-operations-manual repository.

Goal: Claude-like AI trained on Firefrost docs, accessible to Trinity members

Architecture Complete

Dify on TX1 (workflow engine)
Qdrant on TX1 (vector database)
Operations manual as knowledge source
RAG pipeline designed
Gemini consultation complete

Tech Stack

  • Dify: Workflow and prompt orchestration
  • Qdrant: Vector similarity search
  • LLM: Gemini API or self-hosted Gemma 4
  • Source: firefrost-operations-manual (1,038 files)

Next Steps

  1. Deploy Dify on TX1 (Docker)
  2. Deploy Qdrant on TX1 (Docker)
  3. Ingest operations manual
  4. Configure RAG pipeline
  5. Test with sample queries
  6. Create web interface for Trinity

Full Spec Location

📁 /docs/tasks/task-093-trinity-codex/

Benefits

  • Instant knowledge retrieval from 1,000+ docs
  • No context window limits
  • Works offline (self-hosted)
  • Trinity-specific AI assistant