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πŸ› οΈ Tools & Projects

Our practical tools for digital resilience are developed openly on Codeberg, a European-based platform that aligns with our values of privacy and digital sovereignty.

🧰 Active Projects

Ardens – AI Resilience Tools

Repository: codeberg.org/resilience/Ardens

A collection of tools focused on AI transparency and user rights, starting with:

  • LLM Deletion Field Kit – Document when AI systems delete messages mid-conversation
  • More tools in development for AI accountability and transparency

Languages: English, Deutsch, Polski, FranΓ§ais
License: Code – EUPL 1.2 | Documentation – CC BY-ND 4.0

OTFR – Open Tools For Resilience

Repository: codeberg.org/resilience/OTFR

The framework and documentation hub for our resilience tools approach:

  • Project mission, vision, and principles
  • Multi-language documentation (EN, DE, PL, FR)
  • Contribution guidelines and community standards

Languages: English, Deutsch, Polski, FranΓ§ais
License: Documentation – CC BY-ND 4.0

🌍 Development Philosophy

Global Experience, Global Tools Our tools are developed through European digital rights advocacy but designed for global adaptation. We focus on practical solutions that work across different legal systems and cultural contexts.

Open by Default All development happens publicly on Codeberg with transparent issue tracking, discussions, and decision-making.

🀝 How to Engage

For Users - Try our tools and provide feedback - Report issues or suggest improvements - Share your experiences adapting tools to your context

For Contributors - Translate documentation into more languages - Help improve existing tools or suggest new ones - Participate in discussions on Codeberg

For Developers - Fork repositories and submit pull requests - Help maintain and improve the technical infrastructure - Develop integrations or extensions


All tools are part of the OTFR (Open Tools For Resilience) initiative.
Documentation hub: Treemagic.org β€’ Development: Codeberg.org/resilience