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attribution

TrustTip is a cross-platform, audit-grade tipping and attribution system that links every digital tip to its exact source content, reason, and structured financial record. It transforms informal online support into verifiable, exportable, and compliance-ready data for creators, supporters, and platforms, enabling transparent tracking of digital value across the internet. https://roxanneardary.com/trusttip/

The Open Work System is an AI-driven coordination and incentive protocol for open-source development that measures contributions across projects, maps work to canonical modules, and distributes pooled funding based on verified impact. It eliminates duplicate compensation for equivalent work while ensuring every meaningful contribution is traceable, attributable, and fairly rewarded within a unified global development ecosystem. https://roxanneardary.com/the-open-work-system/

LicenseTrace is a semantic software provenance and compilation system that evaluates whether software already exists before any code is written. It enforces origin-first development by tracing external repositories, resolving attribution, detecting duplication at both ecosystem and module level, and compiling only the minimal necessary implementation when reuse is not possible. https://roxanneardary.com/licensetrace/

OriginSeal is an open-source AGPL 3.0+ provenance infrastructure platform for AI systems built around MCP (Model Context Protocol). It preserves attribution, lineage, and identity across AI-generated content, tools, and workflows, ensuring that every output can be traced back through a verifiable history of transformations. https://roxanneardary.com/originseal/

WorkBench is an open-source creator platform designed to help designers, developers, artists, and gamers collaborate, build, and earn in a transparent ecosystem. It provides tools to track sales, reviews, and derivatives, while protecting original work through knockoff detection and attribution tracking. The platform includes a secure collaboration hub with end-to-end encryption, two-factor authentication, and mandatory KYC for all financial activity. Users can monetize their creations through multi-currency payments, micro-royalties on derivatives, and an integrated marketplace, all supported by real-time exchange rates and extensible open-source infrastructure. https://roxanneardary.com/workbench/

Layered Provenance Framework (LPF) is a composable open-source system for attribution-first web design that separates rendering, verification, and compliance into distinct layers. It enables consistent, non-coercive attribution display across digital environments while supporting optional licensing and organizational governance through a modular architecture. https://roxanneardary.com/layered-provenance-framework/

AuthTrace AI is an AGPL-3.0+ licensed provenance and licensing intelligence system that verifies authorship, tracks content lineage, and transforms human-created knowledge into structured, licensable digital assets. It provides a trust and economic layer for the open knowledge ecosystem, enabling transparent attribution, distribution, and monetization while preserving creator ownership and enforcing attribution integrity across all derived works. https://roxanneardary.com/authtrace-ai/

An open-source AI platform that maps the evolution of scientific ideas, publications, and patents. Track breakthroughs, visualize research lineages, and give full attribution to every contributor—researchers, institutions, and corporations alike. Explore the global tree of knowledge, discover connections across disciplines, and see the past, present, and future of innovation in one interactive platform. https://roxanneardary.com/ideasphere/

Proposal and extension to improve attribution of content on the Internet. E.g. "[a:aquarichy][p:gitlab.com][d:2023-04-02]"