health

majiayu000's avatarfrom majiayu000

Soul system health check with remediation. Use to verify setup or diagnose issues.

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When & Why to Use This Skill

The Health skill is a specialized diagnostic and remediation tool designed to maintain the integrity of the Soul system. It automates the process of monitoring system coherence, node activity, and voice harmony, providing real-time health reports and automated fixes for performance degradation. By analyzing metrics like tau_k and hot node ratios, it ensures the agentic framework remains stable and responsive.

Use Cases

  • System Diagnostics: Quickly verify the setup and operational status of a Soul system instance to identify configuration issues.
  • Performance Optimization: Automatically detect low coherence or 'cold' nodes and trigger remediation cycles to prune and recompute system state.
  • Voice Harmony Auditing: Ensure multi-voice agreement and consistency in complex agent interactions by monitoring mean voice coherence.
  • Automated Maintenance: Run periodic health checks to generate concise reports on global, local, and temporal coherence scores for long-term stability.
namehealth
descriptionSoul system health check with remediation. Use to verify setup or diagnose issues.
executiontask

Health

Spawn a Task agent to check soul health. This saves context.

Execute

Task(
  subagent_type="general-purpose",
  description="Soul health check",
  prompt="""
Check the soul system health using MCP tools.

## 1. Get Status

Call these tools:
- mcp__soul__soul_context(format="json") - Get coherence and node statistics
- mcp__soul__harmonize() - Check voice agreement

## 2. Evaluate Health

| Metric | Healthy | Warning | Critical |
|--------|---------|---------|----------|
| Coherence (tau_k) | > 0.7 | 0.5-0.7 | < 0.5 |
| Hot nodes % | > 50% | 30-50% | < 30% |
| Voice agreement | Yes | Partial | No |
| Mean voice coherence | > 60% | 40-60% | < 40% |

## 3. Remediate if Needed

If coherence is low or many cold nodes:
- mcp__soul__cycle(save=true) - Run decay, prune, recompute coherence

## 4. Report

Return a concise health report (8-10 lines):
- Overall status: Healthy / Warning / Critical
- Node count and hot/cold ratio
- Coherence scores (global, local, temporal, tau_k)
- Voice harmony (mean %, agreement)
- Any remediation actions taken
"""
)

After the agent returns, present the health report.

health – AI Agent Skills | Claude Skills