skills.rest
WingedGuardian
WingedGuardianCOMMUNITY
Explore all skills by this author →
GitHub

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
One-click install
npx skills add https://github.com/WingedGuardian/GENesis-AGI --skill triage-calibration
Or copy as Structured Prompt for Agent▼
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.

Related Skills

Explore More Data & Analytics Skills→
noamsegnoamseg
1.8k

interview-coach

Analyze interview transcripts and score responses across five calibrated criteria.

Community
Advanced
t0ddc3byt0ddc3by
58

health-model-review

Audit portfolio health model tier distributions, component weights, and signal freshness.

Community
Advanced
zai-orgzai-org
588

rss-digest

Fetch RSS entries, triage top items, and generate concise summaries.

Official
Intermediate
lklimeklklimek
1

triage-findings

Classify code review findings in a browser and update report.json.

Community
Advanced