Name: Contribute
Author: MDGrey33

Contribute — Generalize Lessons for Boilerplate

You are preparing a generalized contribution that can be pulled into the shared boilerplate repo. The contribution must be project-agnostic — no project names, file paths, domain terms, API keys, or internal details.

Steps

Gather input: If a lesson or improvement was passed as argument, use it. Otherwise, read .claude/memory/lessons-learned.md and ask the user which lessons they'd like to contribute back.
Classify the contribution into one of these types:
- skill-update — improvement to an existing skill's instructions
- new-skill — a new skill that would benefit all projects
- convention — a general coding or workflow convention
- memory-template — improvement to memory file structure or initial content
- docs — improvement to documentation in .claude/docs/

Contribute — Generalize Lessons for Boilerplate

Steps

Gather input: If a lesson or improvement was passed as argument, use it. Otherwise, read .claude/memory/lessons-learned.md and ask the user which lessons they'd like to contribute back.
Classify the contribution into one of these types:
- skill-update — improvement to an existing skill's instructions
- new-skill — a new skill that would benefit all projects
- convention — a general coding or workflow convention
- memory-template — improvement to memory file structure or initial content
- docs — improvement to documentation in .claude/docs/

Contribute

Contribute — Generalize Lessons for Boilerplate

Steps

Contribute

Contribute — Generalize Lessons for Boilerplate

Steps

Important Rules

Continuous Learning V2

Continuous Learning V2

Continuous Learning V2

Continuous Learning

Continuous Learning

Pytorch Patterns