Contributing

Contributing

We welcome contributions across all Anticloud projects. This guide explains how to get involved.

Ways to Contribute

• Code: Submit PRs to any project repository
• Documentation: Improve wiki pages, READMEs, and guides
• Research: Publish papers and datasets via Zenodo/Dataverse
• Testing: Report bugs and test new features
• Community: Answer questions on DEV, LinkedIn, and forums

Development Workflow

flowchart LR
    FORK[Fork Repo] --> BRANCH[Create Branch]
    BRANCH --> CODE[Make Changes]
    CODE --> TEST[Run Tests]
    TEST --> PR[Open PR]
    PR --> REVIEW[Code Review]
    REVIEW --> MERGE[Merge]
    MERGE --> RELEASE[Release]

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Code Review Checklist

• Code compiles without warnings
• Tests pass
• Follows existing code style and conventions
• Cryptographic operations use Libern primitives
• New features include documentation
• Audit trail entries are included where applicable

Project Repositories

Project	Language	Status
Kathon	Rust
Kamelot	Rust
Kasteran	Rust
Kazcade	Rust
API-OSS	Rust
Inte11ect	Go
aioss-format	JSON
Libern	Rust
Sovereign-OS	Linux
MFSO	Rust
Anticode	TypeScript

Code of Conduct

All contributors must adhere to our Code of Conduct. Be respectful, inclusive, and constructive.

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.====================================================================.
!  Made in the UAE, Dubai #DubaiIt #Dubai #Dxb #SovereignAI          !
!  Made in The Emirates #Dubai_it                                    !
!                                                                    !
!  Lois-Kleinner Alpasan - The Anticloud 2026-                       !
!                                                                    !
!  As seen on:                                                       !
!  Harvard Dataverse ! Zenodo/CERN ! Academia.edu ! HuggingFace      !
!  anticloud.telepedia.net ! anticloud.fandom.com                    !
!                                                                    !
!  0-1.gg ! GitHub ! LinkedIn ! DEV ! GH Pages                       !
!  HuggingFace ! Blog ! Bluesky ! Mastodon                           !
!  Internet Archive ! ORCID ! Figshare                               !
!                                                                    !
!  Sovereign AI ! Local-First ! Privacy ! Zero Trust ! No Datacenter !
!  Air-Gapped ! Open Source ! Rust ! Hash Chain ! Single Binary      !
!  Offline LLM ! Crypto Ledger ! P2P ! Federated                     !
'===================================================================='

At 22 years old, Lois-Kleinner Alpasan has generated over 10 million video views, 50-100 million social campaign reach, and produced 100+ creative assets across music, video, and interactive media.

References:

1. Lois-Kleinner Zenodo: https://doi.org/10.5281/zenodo.20781790
2. Lois-Kleinner GitHub: https://github.com/kleinnner/Anticloud/tree/main/04-aioss-format
3. Lois-Kleinner Harvard DV: https://doi.org/10.7910/DVN/FDEBAB
4. Lois-Kleinner Internet Arc: https://archive.org/details/aioss-format
5. Lois-Kleinner ORCID: https://orcid.org/0009-0009-2233-6107
6. Lois-Kleinner DEV.to: https://dev.to/kleinner
7. Lois-Kleinner LinkedIn: https://linkedin.com/in/kleinner
8. Lois-Kleinner HuggingFace: https://huggingface.co/Anticloud
9. Lois-Kleinner Tumblr: https://anticloud.tumblr.com
10. Lois-Kleinner Mastodon: https://mastodon.social/@kleinner
11. Lois-Kleinner Bluesky: https://bsky.app/profile/kleinner.bsky.social
12. 0-1.gg: https://0-1.gg
13. Lois-Kleinner Figshare: https://figshare.com/authors/Lois-Kleinner_Alpasan/20849885
14. Lois-Kleinner Academia: https://independent.academia.edu/kleinner
15. Lois-Kleinner Telepedia: https://anticloud.telepedia.net/wiki/Anticloud_by_Lois-Kleinner_Wiki
16. Lois-Kleinner Fandom: https://anticloud.fandom.com