What ratings does the evaluation skill assign?

It assigns FAVORABLE, MIXED, UNFAVORABLE, or UNKNOWN ratings to specific drivers based on the evidence provided by your metrics.

What is the HEAD framework in this context?

The HEAD framework is a structured intelligence analysis methodology developed by Philip Mudd to improve decision-making through systematic data evaluation.

Do I need to run other skills before using 'evaluate'?

Yes, this skill requires established metrics from Step 3 of the HEAD framework, which can be generated using the '/head:establish-metrics' command.

How does the skill handle uncertainty in data?

It requires the analyst to explicitly state a confidence level and acknowledge where assessments rest on thin evidence or 'Unknown' ratings.

HEAD Framework Evaluation

Name: HEAD Framework Evaluation
Author: jordangaston

byjordangaston

0•

Data Science & ML

Synthesizes established metrics into structured driver assessments and integrated analytical reports using the HEAD framework.

The HEAD Evaluation skill implements Step 4 of Philip Mudd’s HEAD framework, transforming raw metrics into actionable intelligence within the Claude Code environment. It guides users through creating per-driver assessments with standardized ratings—Favorable, Mixed, Unfavorable, or Unknown—and generates a comprehensive integrated assessment. By enforcing concise writing and requiring explicit confidence levels, this skill helps analysts and developers move from raw data collection to high-quality, structured decision-making based on evidence.

Key Features

010 GitHub stars

02Integrated assessment generation with explicit confidence level markers

03Standardized per-driver rating system for objective evaluation

04Structured analytical reporting based on Philip Mudd's HEAD framework

05Automated synthesis of metrics into 2–4 sentence analytical narratives

06Context-aware integration with previously established project metrics

Use Cases

01Synthesizing complex performance metrics into a final executive summary

02Evaluating technical feasibility or project risks after initial data gathering

03Creating structured intelligence reports for high-stakes technical decision-making

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jordangaston/claude-plugins evaluate

For use in Claude.ai and ChatGPT

Download Skill