d-o-hub Analysis Swarm
Multi-perspective code analysis using three AI personas (RYAN, FLASH, SOCRATES) for comprehensive decision-making.
Quick Reference
- Personas - RYAN, FLASH, SOCRATES descriptions
- Orchestration - Activation sequence and rules
- Discourse - Questioning patterns and synthesis
- Examples - Complete swarm examples
When to Use
- Complex architectural decisions (security vs speed vs maintainability)
- Trade-off analysis with multiple perspectives
- Risk assessment (conservative + aggressive viewpoints)
- Code review avoiding single-perspective blind spots
- Design decisions with long-term implications
- High-stakes features requiring comprehensive analysis
NOT Appropriate For
- Simple bug fixes with obvious solutions
- Trivial refactoring
- Standard feature additions
- Time-sensitive hotfixes (use FLASH alone)
The Three Personas
| Persona | Approach | Strengths |
|---|---|---|
| RYAN | Methodical analyst | Security, scalability, evidence-based |
| FLASH | Rapid innovator | Speed, user impact, pragmatic solutions |
| SOCRATES | Questioning facilitator | Exposes assumptions, facilitates agreement |
See personas.md for detailed persona descriptions and orchestration.md for the swarm protocol.