analysis-swarm

name	analysis-swarm
description	Multi-perspective code analysis using three AI personas (RYAN, FLASH, SOCRATES) for comprehensive decision-making. Use when complex code decisions need analysis from multiple viewpoints, or when avoiding single-perspective blind spots is critical.

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
• ML model architecture decisions
• Training pipeline design choices

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.