analysis-swarm
9
总安装量
9
周安装量
#32992
全站排名
安装命令
npx skills add https://github.com/d-o-hub/rust-self-learning-memory --skill analysis-swarm
Agent 安装分布
opencode
9
gemini-cli
9
claude-code
9
github-copilot
9
codex
9
kimi-cli
9
Skill 文档
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.