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metrics

Observability dashboard. Session stats, agent tracking, hook performance, learning health. Triggers: metrics, stats, dashboard, observability.

plugins/ariaxhan/kernel-claude/skills/metrics/SKILL.md

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Network or broad shell
Last checked
Nov 4, 2026

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Repository last updated
Nov 6, 2026
License
Apache-2.0

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<skill id="metrics">

<purpose>
Surface actionable insights from KERNEL telemetry. Wraps `agentdb metrics` with analysis and recommendations.
</purpose>

<execution>
1. Run `agentdb metrics` to get raw data
2. Analyze patterns and surface insights:
   - Session duration trends (are sessions getting longer? that may indicate complexity creep)
   - Agent success rates (are adversary verdicts calibrated?)
   - Hook failure rates (which guards need attention?)
   - Learning utilization (which learnings get reinforced vs ignored?)
3. Present dashboard with actionable recommendations