analysis-swarm

Original：🇺🇸 English

Translated

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.

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Sourced-o-hub/rust-self-learning-memory

Added on2026-02-21

NPX Install

npx skill4agent add d-o-hub/rust-self-learning-memory analysis-swarm

SKILL.md Content

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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.