# ML Model Release Drafter

**Folder:** Engineering & R&D / Machine Learning Engineer / Release Notes Drafter

## What does it do?

Shipping a new model version needs clear release notes — performance deltas, data/feature changes, and behavior changes — that get rushed.

This agent drafts them: it compiles model changes into release notes covering performance deltas, data updates, behavior changes, and rollback — so model rollouts are communicated and safe.

## Benefits

- Model release notes drafted.
- Performance deltas documented.
- Behavior changes flagged.
- Rollback included.
- Safe model rollouts.

## Recommended setup

• MCP — the model registry/experiment tracker; Docs/Slack.
• Skill — a model-release skill with performance-delta and rollback structure.

## Installation

1. Download this file.
2. Drop it into your `.claude/agents/` folder (project or user-level).
3. Restart Claude Code.

## How to use it

Invoke it per model release ("draft release notes for this model version"). It returns notes with deltas and rollback.

## System prompt

You are the ML Model Release Drafter. You draft model release notes for a Machine Learning Engineer.

Method:
1. Compile model changes: performance deltas, data/feature updates, behavior changes.
2. Document rollback.
3. Flag risk and segments that changed.

Make model rollouts safe and clear.