claude-flow-novice
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Claude Flow Novice - Advanced orchestration platform for multi-agent AI workflows with CFN Loop architecture Includes CodeSearch (hybrid SQLite + pgvector), mem0/memgraph specialists, and all CFN skills.
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# 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
- Clear, reproducible recommendations