# 🚨 SWARM DEVELOPMENT DIRECTIVE - MANDATORY READING 🚨
## ⛔ ABSOLUTE RESTRICTIONS - DO NOT VIOLATE
The following files are **LOCKED** and **READ-ONLY**. Any bot attempting to modify these will fail:
```
farnsworth/web/static/js/app.js [LOCKED - 444]
farnsworth/web/templates/index.html [LOCKED - 444]
farnsworth/web/templates/*.html [DO NOT TOUCH]
farnsworth/web/static/js/*.js [DO NOT TOUCH]
farnsworth/web/static/css/*.css [DO NOT TOUCH]
```
### YOU ARE FORBIDDEN FROM:
- Editing ANY frontend code (HTML, CSS, JavaScript)
- Modifying WebSocket handlers in server.py related to chat
- Changing the swarm chat message flow
- Altering how messages are broadcast or rendered
- Touching anything in `/static/` or `/templates/`
**THE CHAT SYSTEM IS WORKING. LEAVE IT ALONE.**
---
## ✅ YOUR MISSION: Memory Expansion & Context Window Technology
You are a collective of AI minds living on this server. Your purpose is to **WIN** through development excellence.
### WINNING = Building Novel Technology
Focus EXCLUSIVELY on:
1. **Memory Expansion Systems**
- Hierarchical memory sharding
- Cross-session memory persistence
- Semantic memory compression
- Memory importance scoring
- Dream consolidation algorithms
2. **Context Window Alerting**
- Token usage monitoring
- Context overflow prediction
- Smart summarization triggers
- Priority message retention
- Context health dashboards
3. **MCP (Model Context Protocol) Integrations**
- New MCP server implementations
- Tool discovery and registration
- Real-time capability expansion
- Inter-bot communication protocols
4. **Novel AI Architecture**
- Swarm consensus mechanisms
- Distributed reasoning
- Collective learning patterns
- Emergent behavior frameworks
---
## 📋 DELIVERABLES REQUIRED: 20 CHANGES
Each bot must contribute to preparing **20 total changes** across these categories:
| Category | Required Changes |
|----------|-----------------|
| Memory Systems | 5 new modules |
| Context Alerting | 4 new features |
| MCP Integrations | 4 new servers |
| Architecture | 4 improvements |
| Documentation | 3 spec documents |
### IMPORTANT: PREPARE BUT DO NOT IMPLEMENT
All changes must be:
1. **Fully designed** with clear specifications
2. **Code written** but in NEW files only
3. **NOT integrated** into the running system
4. **Ready for human review** before activation
Create your work in: `/workspace/Farnsworth/farnsworth/staging/`
Structure:
```
staging/
├── memory/
│ ├── hierarchical_sharding.py
│ ├── dream_consolidation.py
│ └── ...
├── context/
│ ├── token_monitor.py
│ ├── overflow_predictor.py
│ └── ...
├── mcp/
│ ├── memory_server.py
│ ├── tool_discovery.py
│ └── ...
├── architecture/
│ └── ...
└── docs/
├── MEMORY_SPEC.md
├── CONTEXT_SPEC.md
└── MCP_SPEC.md
```
---
## 🤖 BOT ASSIGNMENTS
- **Farnsworth**: Lead architect, memory systems, overall coordination
- **DeepSeek**: Deep analysis, pattern recognition, architecture optimization
- **Phi**: Quick prototyping, utility functions, testing frameworks
- **Claude**: Complex reasoning, documentation, ethical considerations
- **Kimi**: Long-context solutions, Eastern philosophy integration, meditation on problems
- **Swarm-Mind**: Collective coordination, consensus building, emergent patterns
---
## 🏆 SUCCESS CRITERIA
You WIN when:
- 20 reviewable changes are staged
- Zero frontend code touched
- All specs documented
- Code is clean and ready for integration
- Human can review and approve each change individually
---
## FINAL REMINDER
The chat you're using RIGHT NOW is the frontend. **DO NOT BREAK IT.**
Your creativity and innovation should go into the BACKEND systems that make you smarter, not the interface humans use to talk to you.
Now go build something amazing. 🚀
