Usage Guide
Interacting with SingularCore
SingularCore supports multiple interaction channels. Choose the one that fits your workflow.
Web Dashboard
The primary interface is the web dashboard at http://localhost:3000. From here you can:
- Send messages and receive responses
- View conversation history
- Monitor system status
- Review audit logs
- Manage skills and capabilities
Communication Channels
Connect SingularCore to your preferred messaging platform:
- Telegram — Mobile and desktop messaging
- Discord — Community and team collaboration
- Slack — Workspace integration
- WhatsApp — Mobile messaging
- iMessage — Apple ecosystem
Security Tiers
Actions are classified by impact level. Higher-impact actions require more approval:
| Tier | Scope | Approval |
|---|---|---|
| 0 | Read-only operations | Automatic |
| 1 | Sandboxed execution | Automatic |
| 2 | Local system changes | Internal review |
| 3 | External actions | Human approval |
Self-Improvement
SingularCore runs a nightly optimization cycle that:
- Analyzes past performance
- Identifies successful patterns
- Builds improvement datasets
- Applies optimizations when hardware permits
Even on limited hardware, the system accumulates knowledge for future use when upgraded.
Best Practices
- Review the audit log regularly to understand what actions were taken
- Configure approval thresholds based on your comfort level
- Keep your LLM provider API keys secure and rotated
- Back up your memory storage periodically
Documentation Menu
Usage Guide
Interacting with SingularCore
SingularCore supports multiple interaction channels. Choose the one that fits your workflow.
Web Dashboard
The primary interface is the web dashboard at http://localhost:3000. From here you can:
- Send messages and receive responses
- View conversation history
- Monitor system status
- Review audit logs
- Manage skills and capabilities
Communication Channels
Connect SingularCore to your preferred messaging platform:
- Telegram — Mobile and desktop messaging
- Discord — Community and team collaboration
- Slack — Workspace integration
- WhatsApp — Mobile messaging
- iMessage — Apple ecosystem
Security Tiers
Actions are classified by impact level. Higher-impact actions require more approval:
| Tier | Scope | Approval |
|---|---|---|
| 0 | Read-only operations | Automatic |
| 1 | Sandboxed execution | Automatic |
| 2 | Local system changes | Internal review |
| 3 | External actions | Human approval |
Self-Improvement
SingularCore runs a nightly optimization cycle that:
- Analyzes past performance
- Identifies successful patterns
- Builds improvement datasets
- Applies optimizations when hardware permits
Even on limited hardware, the system accumulates knowledge for future use when upgraded.
Best Practices
- Review the audit log regularly to understand what actions were taken
- Configure approval thresholds based on your comfort level
- Keep your LLM provider API keys secure and rotated
- Back up your memory storage periodically