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Join the HUB community - learn, contribute, collaborate

🌐 curations.org | CurationsLA


HUB is a living collaboration. Here’s how you can be part of it:


Start with the Youth Curator Movement:

  • Explore free, open-source learning materials
  • Try the project templates
  • Build something that matters to you
  • Document your community’s stories

Get Started:

  1. Visit Youth Curator Movement
  2. Try your first AI prompt (it’s in there!)
  3. Pick a project that interests you
  4. Share what you create

No experience needed. Just curiosity.


Explore the open-source tools:

Use them. Adapt them. Build with them.

Want to work together?

We collaborate with brands and creators who:

  • Prioritize greater good over profit maximization
  • Value ethical AI practices
  • Want to build transparently
  • Serve communities authentically

Explore our services:

Reach out: curate@curations.org (coming soon)


What we welcome:

  • Improvements to existing frameworks
  • New Curator definitions
  • Technical optimizations
  • Documentation enhancements
  • Bug fixes and feature additions

How to contribute:

  1. Explore the GitHub repository
  2. Open an issue or discussion
  3. Fork and create a pull request
  4. Follow contribution guidelines

Contribution Guidelines:

  • Code should align with our principles
  • Documentation for all new features
  • Tests where appropriate
  • Respectful collaboration

Use our frameworks in your projects:

  • All frameworks are open-source
  • Attribution appreciated but not required
  • Share what you build (optional)
  • Contribute improvements back (encouraged)

The Youth Curator Movement is for you:

  • Free, complete curriculum
  • Lesson plans and assessments
  • Project templates
  • Professional development resources

How to start:

  1. Review the Youth Curator Movement
  2. Download curriculum materials (coming soon)
  3. Adapt for your classroom
  4. Share feedback and improvements

We’re here to support you.

Help us improve:

  • Share lesson plans that worked
  • Suggest age-appropriate adaptations
  • Contribute project ideas
  • Report what didn’t work (so we can fix it)

Contact: curate@curations.org (coming soon)


Use our frameworks for community storytelling:

  • Local journalism
  • Oral history projects
  • Cultural documentation
  • Community organizing

We provide:

  • Free frameworks and tools
  • Technical guidance
  • Pro-bono support (capacity permitting)
  • Platform access (CurationsLA model)

Interested? curate@curations.org (coming soon)

We work with:

  • Community organizations
  • Neighborhood councils
  • Cultural institutions
  • Local media initiatives
  • Nonprofit organizations

What we offer:

  • Human × AI collaboration models
  • Content and storytelling systems
  • Technical implementation
  • Training and capacity building

Let’s talk: curate@curations.org (coming soon)


Everything we build is documented:

  • Multi-agent architectures
  • Prompt engineering techniques
  • Ethical AI frameworks
  • Human-AI collaboration patterns

Use our work:

  • Cite our frameworks
  • Build on our research
  • Test our methods
  • Share your findings

Collaboration opportunities:

  • Research partnerships
  • Case studies
  • Academic publications
  • Conference presentations

Contact: curate@curations.org (coming soon)


What helps:

  • Write about your experience using HUB frameworks
  • Create tutorials or guides
  • Share case studies
  • Document your process

Where to share:

  • Your own blog or platform
  • Social media (tag @curations)
  • Community discussions (coming soon)
  • GitHub discussions

What we need:

  • Clearer explanations
  • More examples
  • Typo fixes
  • Broken link reports
  • Missing information flagged

How to help:

  • Open GitHub issues
  • Submit pull requests
  • Suggest improvements
  • Point out confusion

What you can create:

  • New Curator personas
  • Framework extensions
  • Integration tools
  • Example implementations
  • Templates and starters

Share them:

  • GitHub repository
  • Community showcase (coming soon)
  • Your own platform

Help others find HUB:

  • Share on social media
  • Tell colleagues and friends
  • Link from your projects
  • Present at events

Especially share with:

  • Youth who’d benefit from the Movement
  • Educators looking for AI curricula
  • Developers building with AI
  • Communities telling their stories

What helps us improve:

  • What worked for you
  • What didn’t work
  • What’s missing
  • What confused you
  • What surprised you

How to share:

  • GitHub issues
  • Email (coming soon)
  • Community forums (coming soon)

When participating in HUB community:

✅ DO:

  • Be respectful and kind
  • Assume good intent
  • Help others learn
  • Share knowledge openly
  • Give credit where due
  • Prioritize substance over hype
  • Focus on building, not tearing down

❌ DON’T:

  • Harass or demean others
  • Share others’ private information
  • Spam or self-promote excessively
  • Use the platform for political agendas
  • Extract value without contributing back
  • Ignore ethical guidelines

We maintain a good vibes only environment:

  • Civil discourse expected
  • Harmful content removed
  • Repeated violations result in removal
  • We prioritize community wellbeing

Website: hub.curations.org

GitHub: github.com/curationsla/ai-learning

Community (coming soon)

  • Discussion forums
  • Discord / Slack
  • Newsletter

General inquiries: curate@curations.org (coming soon)

Collaborations: curate@curations.org (coming soon)

Education: curate@curations.org (coming soon)

Technical/GitHub: Open issues on GitHub


Yes. All frameworks are open-source. Attribution appreciated but not required.

Do I need permission to adapt your materials?

Section titled “Do I need permission to adapt your materials?”

No. Use them, remix them, adapt them. Just maintain the ethical principles.

Can I contribute even if I’m not technical?

Section titled “Can I contribute even if I’m not technical?”

Yes! We need writers, educators, designers, storytellers, and community organizers.

How do I know if my contribution is valuable?

Section titled “How do I know if my contribution is valuable?”

If it helps someone learn, build, or create ethically with AI - it’s valuable.

For code: GitHub pull requests For everything else: Start a discussion or send an email

Yes. All contributors acknowledged in project documentation and release notes.

We’re a small operation. We don’t have formal hiring, but we collaborate with talented people aligned with our mission. Reach out if you’re interested.


Pick one thing to do right now:

If you’re a learner:Try the Youth Curator Movement

If you’re a builder:Explore the Cookbook and build something

If you’re an educator:Review the curriculum and adapt for your students

If you’re a developer:Check the GitHub repo and open an issue or PR

If you’re a community organizer: → Email us about partnership opportunities

If you’re just curious: → Read, explore, share what resonates


“The best way to predict the future is to build it. Together.”

Let’s build. 🤝

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