git:20260323.178cb00 to git:20260725.c9691fc

- # Agent Swap Mechanism Skill

-

- ## Purpose

- Recommend agent replacement strategies when performance issues are detected in CFN Loops.

-

- ## Replacement Rules

- 1. Identify lowest-performing agent

- 2. Match replacement based on feedback themes

- - Security feedback → security-specialist

- - Performance feedback → performance-engineer

- - Testing feedback → tester

- - Architecture feedback → architect

-

- ## Replacement Strategies

- - Complete agent replacement

- - Adding specialist alongside existing agents

- - Prioritize maintaining existing team composition

-

- ## Usage

- ```bash

- ./recommend-swap.sh \

- --loop3-agents "backend-dev,coder" \

- --loop3-confidences "0.82,0.70" \

- --feedback-themes "security,error-handling"

- ```

-

- ## Output Details

- - Agent to remove

- - Reasoning for removal

- - Recommended replacement agent

- - Updated agent configuration

-

- ## Implementation Considerations

- - Stateless design

- - Minimal side effects