# Pull Request Template

## Description
Provide a concise summary of the changes, referenced work, or new research.

## Checklist
- [ ] I followed the **COLLABORATION.md** workflow guidelines.
- [ ] All markdown files include a valid **front‑matter** block.
- [ ] The **ci‑pre-push.sh** script passed locally.
- [ ] I added an entry to `knowledge-base/index.md` if new knowledge was created.
- [ ] I updated or reviewed any relevant `AGENTS.md` files.
- [ ] No breaking changes were introduced.

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*All automated processes will run on this PR before merging.*