triage-calibration

Validate triage outcomes against classifications and generate calibration reports.

90|16|Updated Mar 21, 2026

Search Tags:#metrics #reporting #signals #calibration #accuracy #triage

Ready to run

npx skills add https://github.com/WingedGuardian/GENesis-AGI --skill triage-calibration

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: triage-calibration
Source: https://github.com/WingedGuardian/GENesis-AGI/tree/main/src/genesis/skills/triage-calibration
Command: npx skills add https://github.com/WingedGuardian/GENesis-AGI --skill triage-calibration

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Daily triage decisions can drift from actual outcomes; this Skill validates outcomes against classifications during scheduled calibration runs and helps maintain accurate depth and signal weighting.

Core Features & Use Cases

Compare recent triage results to actual outcomes and compute accuracy metrics
Identify systematic errors across signals and time periods
Propose threshold and weight adjustments with a generated calibration report
Generate an auditable calibration artifact for governance and review

Quick Start

Run a daily calibration pass against the last 24 hours of triage results and generate a report.

Frequently Asked Questions about triage-calibration

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I calibrate triage accuracy against actual outcomes?▼

Triage accuracy calibration validates recent classification results against actual outcomes to compute accuracy metrics, identify systematic signal errors, and propose threshold and weight adjustments in a structured report.

Why does my triage accuracy drift from actual outcomes over time?▼

Triage accuracy drifts when signal weights and depth thresholds become miscalibrated from actual outcomes over time. Daily scheduled calibration runs validate recent awareness ticks to correct this systematic error and maintain accurate classifications.

Can I run a daily calibration pass on recent triage results?▼

Yes, you can run a daily scheduled calibration pass against the last 24 hours of triage results and awareness ticks to produce metrics, adjustments, and a generated calibration report.

What do I need to generate a calibration report for triage signals?▼

Generating a calibration report requires access to triage results, outcomes, and signals. The process validates these inputs to identify systematic errors and produce an auditable artifact with signal weight and depth threshold recommendations.

What's the best way to identify systematic errors in triage signal weighting?▼

The best way to identify systematic signal errors is to validate recent triage classifications against actual outcomes. This calibration process highlights inaccuracies across signals and time periods to propose targeted weight adjustments.