claude-flow-novice
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Claude Flow Novice - Advanced orchestration platform for multi-agent AI workflows with CFN Loop architecture Includes Local RuVector Accelerator and all CFN skills for complete functionality.
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# Intervention Detector Skill
## Purpose
Detect problematic patterns in agent performance during CFN Loop iterations that may require intervention.
## Detection Mechanisms
1. **Confidence Plateau**:
- Minimal confidence improvement over multiple iterations
- Threshold: Δ < 0.05 for 2+ consecutive iterations
2. **Recurring Feedback**:
- Same feedback theme repeated 3+ times
- Indicates underlying issue not being addressed
3. **Deliverables Stuck**:
- No new files created in 2+ consecutive iterations
## Configuration
- Configurable thresholds
- Flexible input parsing
- JSON output for easy integration
## Usage
```bash
./detect-intervention.sh \
--iteration N \
--confidence-history "0.72,0.75,0.76" \
--feedback-history "theme1;theme2;theme3"
```
## Output Formats
- Trigger type
- Detailed reasoning
- Recommended action
## Implementation Notes
- Use bash for performance
- Minimize external dependencies
- Provide clear, actionable output