Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component...
analysis-swarm
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0
# Install this skill:
npx skills add d-o-hub/rust-self-learning-memory --skill "analysis-swarm"
Install specific skill from multi-skill repository
# 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.
# SKILL.md
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
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.
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# Supported AI Coding Agents
This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
Amp
Antigravity
Claude Code
Clawdbot
Codex
Cursor
Droid
Gemini CLI
GitHub Copilot
Goose
Kilo Code
Kiro CLI
OpenCode
Roo Code
Trae
Windsurf
Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.