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evaluation-iteration

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Iterate learning programs with pilots & feedback.

Education & Research#metrics#learning#evaluation#pilot#addie#sam-cycle#friction-logging
Authorcaraya
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps teams plan and evaluate learning products using structured evaluation models (SAM and ADDIE) and by collecting friction logs and metrics to drive iterative improvements.

Core Features & Use Cases

  • Apply structured evaluation models (SAM) for rapid prototyping and ADDIE for scalable programs.
  • Capture friction logs (step, friction type, severity, recommended fix) and key metrics (engagement, mastery, transfer, business KPIs).
  • Run pilots with representative learners to validate concepts before scale and guide decision-making.

Quick Start

Pilot a learning product using SAM for rapid prototyping, collect friction data, and review metrics to guide iteration.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: evaluation-iteration
Download link: https://github.com/caraya/agent-skills/archive/main.zip#evaluation-iteration

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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