Contribute

Help build the open hub

Add courses, resources, tools, repos, and datasets — with a license-aware, metadata-first workflow.

Contribution principles

Metadata-first: add outbound links + short descriptions; don’t mirror third-party content by default.
License-aware: if the license or commercial reuse is unclear, mark the entry as review-needed.
Beginner→Builder→Contributor: when possible, connect resources into learning paths and prerequisites.

The canonical hub catalog lives under data/hub/ in this repo.

Add a record to data/hub/catalog_master.ndjson (one JSON object per line).

Run the validator to catch missing fields or unsafe URLs.

python3 scripts/hub_validate.py

Generate the hub’s lightweight search index + facets.

python3 scripts/hub_build_search_index.py

If you prefer regenerating from the current canonical packs, run python3 scripts/hub_export.py first.

Good title, short description, and accurate kind (course, repo, dataset, etc.).

Tags should help search and onboarding (e.g., rag, embeddings, mlops, beginner).

If unsure, keep it link-only and mark it review-needed. The goal is to be truthful, not optimistic.