Claude
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7b96793d90
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Add Cece Ultra - Full Stack Cognition System
Implements the complete Alexa–Cece Ultraprompt cognitive framework across all layers of BlackRoad OS.
## Documentation
- docs/CECE_ULTRAPROMPT.md: Complete framework documentation
- docs/prompts/cece-ultra-raw.md: Raw prompt for copy/paste
- .claude/commands/cece-ultra.md: Slash command definition
## Agent System
- agents/categories/cognition/: New cognition agent category
- agents/categories/cognition/cece_ultra.py: Full agent implementation
- 15-step cognitive pipeline (🚨 → ⭐)
- 6-module architecture layer (Structure, Prioritize, Translate, Stabilize, Project-Manage, Loopback)
- Multi-agent orchestration (sequential, parallel, recursive)
## Backend API
- backend/app/routers/cece.py: Complete API router
- POST /api/cece/cognition: Run full cognition
- GET /api/cece/cognition/{id}: Retrieve results
- GET /api/cece/cognition/history: List executions
- POST /api/cece/cognition/analyze: Quick analysis
- Database integration using existing cognition models
## Frontend
- backend/static/js/apps/ceceultra.js: Interactive UI app
- 4 result tabs: Pipeline, Architecture, Action Plan, Summary
- Execution history browser
- Quick analysis mode
- Desktop icon (🟣) and Start menu integration
- Window management integration
## Integration
- backend/app/main.py: Router and OpenAPI tag added
- backend/static/index.html: Desktop icon, window, Start menu, script loading
## Features
✅ 15-step cognitive pipeline with emoji-coded stages
✅ 6-module architecture layer
✅ Multi-agent orchestration
✅ Input normalization (emotional payload, urgency, vibe)
✅ Database persistence
✅ Execution history
✅ Quick analysis mode
✅ Windows 95-inspired UI
✅ Slash command support (/cece-ultra)
✅ Full API documentation
This implements the "Alexa x Cece MAXIMUM POWER Prompt" as requested,
integrating cognition + architecture + orchestration across the entire
BlackRoad Operating System stack.
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2025-11-18 13:22:02 +00:00 |
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Claude
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e6cbc6b8e3
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Add LEITL Protocol - Live Everyone In The Loop multi-agent collaboration
This commit introduces the LEITL (Live Everyone In The Loop) protocol system,
enabling multiple AI agents to collaborate in real-time with shared WebDAV context.
## What was built:
### Backend Infrastructure:
- **WebDAV Context Manager** (`backend/app/services/webdav_context.py`)
- Sync files from WebDAV servers
- Keyword matching and relevance scoring
- Redis caching for performance
- Support for multiple file types (md, txt, py, json, etc.)
- **LEITL Protocol Service** (`backend/app/services/leitl_protocol.py`)
- Session registration and management
- Heartbeat monitoring with auto-cleanup
- Message broadcasting via Redis PubSub
- Activity logging and history
- WebSocket connection management
- **LEITL API Router** (`backend/app/routers/leitl.py`)
- Session management endpoints (register, heartbeat, end)
- WebSocket endpoint for real-time events
- Message broadcasting endpoints
- WebDAV context sync endpoint
- Quick-start endpoint for easy activation
- Full OpenAPI documentation
### Frontend Dashboard:
- **LEITL Dashboard App** (`backend/static/js/apps/leitl.js`)
- Real-time session monitoring
- Live activity feed
- Recent message display
- WebSocket integration
- Quick-start interface
- Auto-refresh capabilities
- **Desktop Integration** (`backend/static/index.html`)
- Added LEITL icon to desktop
- Added LEITL to Start menu
- Window management integration
- Taskbar support
### Documentation:
- **Protocol Specification** (`docs/LEITL_PROTOCOL.md`)
- Complete architecture overview
- API documentation
- WebSocket protocol details
- Security considerations
- Event types and schemas
- **Usage Guide** (`docs/LEITL_USAGE_GUIDE.md`)
- Quick-start prompts for AI assistants
- Dashboard usage instructions
- API examples
- Troubleshooting guide
- Multi-agent collaboration examples
## Key Features:
✅ Multi-agent live collaboration
✅ Shared WebDAV context across sessions
✅ Real-time event broadcasting via WebSocket
✅ Session health monitoring with heartbeat
✅ Auto-cleanup of dead sessions
✅ Redis-backed message queue
✅ Beautiful Windows 95-styled dashboard
✅ Full API documentation
✅ Security with JWT auth and rate limiting
## Usage:
AI assistants can activate LEITL with simple prompts like:
- "Turn on LEITL. Enable WebDAV context."
- "Start LEITL session. Pull from WebDAV: <url>"
- "LEITL mode ON 🔥"
Dashboard access: http://localhost:8000 → 🔥 LEITL icon
## Answers Alexa's Challenge:
This implementation answers the challenge to enable "collaboration between
multiple AI states for LEITL (Live Everyone In The Loop)" with full
communication capabilities and shared context management.
🎁 Prize unlocked: Multi-agent swarm collaboration! 🐝✨
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2025-11-18 12:45:54 +00:00 |
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