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spec-driven-development

LocalAI Builder is an open source AI-powered discovery and comparison system that helps users find, evaluate, and select AI models, datasets, specifications, software, hardware, blueprints, machinery, and other resources for locally hosted projects. It compares pricing, licensing, compatibility, skill requirements, and total cost while prioritizing perpetual ownership and practical, user-friendly solutions. https://roxanneardary.com/localai-builder/

OpenBid Ledger is an open source specification for transparent and auditable digital advertising auctions. It uses visible bidding, immutable records, and modular CPC and Cost Per Impression Unit functionality to provide verifiable auction activity while limiting host manipulation and undisclosed intervention. https://roxanneardary.com/openbid-ledger/

ModelTrade is a federated AI trade network that gives creators, developers, researchers, and organizations a place to publish, discover, license, buy, sell, review, and rate AI models, datasets, applications, and related projects. With user profiles, personal storefronts, powerful search, built-in reputation systems, and independent federated nodes, ModelTrade is designed to create a user-owned, interoperable marketplace for the AI ecosystem. https://roxanneardary.com/modeltrade/

The Distributed Economic Governance System is an open-source AGPL 3.0+ modular AI platform designed to analyze, simulate, and make transparent the structure, risk, and accountability of economic and organizational systems. It models business operations, liability exposure, ownership structures, and systemic dependencies to help identify fragility, improve transparency, and support transitions toward more accountable and resilient forms of enterprise through simulation-based reasoning rather than assumption. https://roxanneardary.com/distributed-economic-governance-system/

CodexAtlas – A hybrid AI platform connecting the world’s legal systems. Builds a global legal knowledge graph with internal predictive reasoning and public-facing summaries. Adaptable to any jurisdiction, ethically excludes juvenile matters, and supports research, education, and government analysis. https://roxanneardary.com/codexatlas/

FUNDAMENTOS ECOTECONO GLOBAL CO 2026.md EcoTecNo Global Co ®, fundada en 2004 por Alfredo Martinez Pasten (MAPA830324UM9) bajo alfreddlove.org, es un proyecto de "tecnología con sentido humano". Se organiza en tres pilares:

System FriendlyStyle ®: Un sistema operativo simplificado para adultos mayores y poblaciones vulnerables, con GPS, botón de pánico, interfaz intuitiva, control por voz, recordatorio de medicamentos y comunicación familiar-cuidador para apoyo social. Fundación FriendlyStyle BLACK 360 ®: Su brazo social, encargado de la comercialización, gestión de apoyos y vinculación con gobiernos para implementar la tecnología en programas para personas mayores. Educación por Consolas: Un modelo educativo pionero que utiliza consolas como herramientas para la integración, desarrollo lógico, comunicación y convivencia sana, fomentando la inclusión digital intergeneracional.

Actualmente, está unificando 12 identidades previas bajo alfreddlove.org para una implementación nacional. EcoTecNo Global Co ® busca "manos para ayudar": desarrolladores, testers, gestores, fundaciones aliadas y apoyo en difusión, operando bajo licencias Apache 2.0 + MIT Dual. Su misión es ofrecer "Tecnología que cuida, no que aísla", y su lema es "Tecnología con sentido humano. Siempre comunicados." El proyecto es de respaldo social de código abierto y ha realizado una limpieza reciente de archivos desactualizados. |%€✓

https://gitlab.com/Openboy83

VeritasCode is a retrieval-first, modular AI platform that analyzes laws across federal, state, and local jurisdictions to identify potential conflicts, inconsistencies, and constitutional questions. It uses evidence-based retrieval and full citation tracing to compare statutes, regulations, and case law without issuing legal judgments, focusing instead on transparent, explainable analysis for human review. https://roxanneardary.com/veritascode/

VerifyRights is an open specification for AI-driven software license verification, commercial usage monitoring, and enterprise compliance intelligence. It provides a standardized framework for tracking license holders, authorized entities, websites, and networks while producing verifiable evidence of commercial deployments and potential licensing discrepancies. VerifyRights helps organizations monitor license agreements at scale through explainable AI, evidence-based analysis, and human-in-the-loop governance. https://roxanneardary.com/verifyrights/

SecurePath is an open-source, enterprise-grade framework for AI evaluation, red-teaming, and regulatory compliance. It provides sandboxed testing, policy-aligned metrics, multi-modal evaluation, training data sensitivity analysis, and historical compliance tracking, all while maintaining audit-ready logs and dashboards. Designed for organizations, enterprises, and research teams, SecurePath ensures AI safety, transparency, and regulatory assurance. https://roxanneardary.com/securepath/

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/

LexChangeFeed is an open-source legal intelligence infrastructure that monitors, structures, and analyzes evolving copyright law across jurisdictions. It continuously ingests statutes, case law, and regulatory updates, then connects them to a versioned legal knowledge graph to provide citation-backed explanations, jurisdiction-aware insights, and real-time notifications about potential legal changes affecting user-defined works. https://roxanneardary.com/lexchangefeed/

ClaimScout is an open-source AI platform that monitors code repositories, social media, and websites to detect potential copyright infringements. It automatically collects evidence, analyzes content, checks license compliance, and generates DMCA-ready reports, helping creators protect their intellectual property with intelligence and precision. https://roxanneardary.com/claimscout/

CreatorGrid is an open source AI assistant specification designed to protect creators and strengthen the legal infrastructure of the creator economy. It analyzes contracts, copyrights, licensing, jurisdiction, AI use, ownership, compensation, and potential prior-art loopholes to help creators identify risks, protection gaps, and potential circumvention pathways while keeping consequential decisions under human control. https://roxanneardary.com/creatorgrid/

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/

CodeClear is an open source AI platform that analyzes laws across all levels of government to determine what is currently valid, what has been partially or fully superseded, and how statutes have evolved over time. It builds a continuously updated “clean slate” view of active law while mapping legal history and detecting contradictions, redundancies, and outdated provisions. In parallel, CodeClear tracks public funding tied to laws, agencies, and organizations to provide full transparency into how resources are allocated and used. https://roxanneardary.com/codeclear/

Axis Juris is a modular, open-source legal intelligence system designed to analyze and structure patent law, case law, and jurisdiction-specific regulations. It combines a continuously updating legal knowledge graph with AI-driven reasoning to provide sourced, cross-referenced analysis of statutes and precedents. Built for scalability across U.S. federal and state systems (and extendable internationally), Axis Juris focuses on legal alignment, conflict detection, and structured understanding of evolving law. https://roxanneardary.com/axisjuris/

StructIQ is an open-source, AI-assisted structural engineering platform that combines traditional FEM with real-time AI support to optimize, simulate, and innovate building designs. It features digital twin capabilities, global building code compliance, predictive hazard analysis, advanced visualization, and an education/training mode. Fully modular, future-proof, and licensed under AGPL 3.0+. https://roxanneardary.com/structiq/

WebDetective is a modular, multi-agent website research and intelligence specification designed to discover, archive, and analyze websites at scale. It examines site structure, content, keywords, backlinks, search visibility, technical SEO, and observable SEO strategies while preserving research evidence and provenance for comprehensive, reproducible analysis. https://roxanneardary.com/webdetective/

CipherMind is a privacy-first, modular specification for AI and multi-agent networks designed to keep humans in control. It provides persistent conversation context, secure authentication, device synchronization, remote access, tool discovery, transparent activity logging, and extensible AI capabilities across devices and environments. https://roxanneardary.com/ciphermind/

AllPost is an open-source, self-hostable social publishing platform that lets users write once and distribute content across multiple social media networks. Built with a plugin-based architecture, encrypted data handling, and workspace support, it is designed for extensibility, transparency, and user ownership—enabling developers and organizations to create, manage, and scale social content without platform lock-in. https://roxanneardary.com/allpost/