Best use case
Intervention Detector Skill is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
## Purpose
Teams using Intervention Detector Skill should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
$curl -o ~/.claude/skills/detector/SKILL.md --create-dirs "https://raw.githubusercontent.com/masharratt/claude-flow-novice/main/.claude/skills/cfn-intervention-system/lib/detector/SKILL.md"
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/detector/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How Intervention Detector Skill Compares
| Feature / Agent | Intervention Detector Skill | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
## Purpose
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 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
Related Skills
We are still matching the closest adjacent skills for this page. In the meantime, continue through the full directory.