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mle-workflow

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.

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Install

armory install mle-workflow --cli claude

writes the skill into.claude/skills/mle-workflow/SKILL.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/skills/mle-workflow/SKILL.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.

When to use it

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.

How to install / invoke

Vendored from affaan-m/ecc (skills). See the source: https://github.com/affaan-m/ecc/blob/main/skills/mle-workflow/SKILL.md

Notes

Ingested from the affaan-m/ecc harness library (MIT).