UKG Release Intelligence System (Zero API Version)

Overview

This repository enables semi-automated transformation of UKG Pro WFM release notes into:

• Normalized JSON artifacts
• Impact-scored features
• Executive newsletter markdown
• Historical release archive

This version uses:

• Local Python scripts for normalization and scoring
• ChatGPT Pro UI for executive newsletter generation
• No OpenAI API calls (no additional cost)

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Folder Structure

ukg-release-intelligence/ │ ├── agent.md ├── README.md │ ├── releases/ │ └── (drop CSV files here) │ ├── artifacts/ │ └── (generated outputs stored here) │ ├── scripts/ │ ├── normalize.py │ ├── scorer.py │ └── run_local.py │ ├── prompts/ │ └── manual-release-transform.md │ └── templates/ └── newsletter-template.md

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Monthly Workflow

1. Drop release CSV into /releases

2. Run:

   python scripts/run_local.py releases/.csv > artifacts/.json

3. Open ChatGPT Project "UKG Release Intelligence"

4. Paste JSON into manual prompt

5. Generate newsletter markdown

6. Save markdown into /artifacts

7. Commit changes

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Artifacts Generated Per Release

artifacts/ ├── YYYY-MM-DD.json ├── YYYY-MM-DD-newsletter.md ├── YYYY-MM-DD-impact.md (optional)

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Benefits

• Zero API cost
• Full control
• Structured historical record
• Executive-grade communication
• Repeatable process

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Future Upgrade Options

• GitHub Action automation
• Release Radar scoring model
• Power BI ingestion
• Executive Board Brief generator
• Delta comparison engine