License & Attribution

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Antifragile Prompting (AFP) / SafeLoop

Work Title: Antifragile Prompting Framework (AFP), also known as SafeLoop
Version: Public Use Edition | Minimal & Stable Skeleton


Why make it public?

Making the framework public establishes authorship with a clear timestamp,
which is widely recognized in both open-source and academic communities.
Repositories and preprints serve as evidence of priority and originality.


License & Commitments

  • Attribution: Original author: CHING HUI KAI.
    Usage, modification, and redistribution are welcome,
    but attribution with author name and publication date is required.

  • License: Released under
    Creative Commons Attribution 4.0 International (CC BY 4.0).

  • Versioning: Future releases (e.g., full AFP Whitepaper)
    will also be timestamped and published openly.


Why is it safer after publishing?

Public release strengthens protection:
if someone copies without attribution,
the internet record and timestamp serve as proof of authorship.
Community norms also encourage proper citation.


How to Cite

“Antifragile Prompting (AFP) Framework – SafeLoop”,
by CHING HUI KAI, licensed under CC BY 4.0.