S

specification

Open Arsenal provides open, self-hosted software specifications designed for deployment across private and public networks. Built for portability, interoperability, and transparency, each specification gives organizations the freedom to implement and customize solutions without vendor lock-in while remaining free to use under the AGPL-3.0+ license with required attribution. Specification Branding Licenses available upon request. https://roxanneardary.com/open-source-projects/

PublicEnforcer is an open-source transparency platform that tracks publicly available federal enforcement data from investigation to final resolution. By aggregating case activity, court proceedings, financial penalties, restitution, forfeitures, organizational outcomes, and related public records into searchable timelines and relationship graphs, PublicEnforcer helps researchers, journalists, developers, and citizens better understand and verify enforcement actions through auditable, source-linked data. https://roxanneardary.com/publicenforcer/

OpenStandardAgents — public OSSA protocol site and community hub at openstandardagents.com. Specification docs, examples, and community resources.

Documentation source files (asciidoctor), XML and schema files (XSD and relaxng) of AlpineBits

ArcaneBuild is an open-source, high-performance visual application builder that lets developers and designers craft apps with wizard-level precision. Combining AI-assisted design, modular architecture, real-time previews, and ultra-efficient performance, ArcaneBuild enables fast, memory-light, and visually stunning multi-platform apps. Fully self-hosted and community-driven, it empowers anyone to build, collaborate, and deploy applications seamlessly. https://roxanneardary.com/arcanebuild/

HerOneiros is an open-source, modular framework for building AI-powered, women-centered inner awareness systems. It defines standards for privacy-first journaling, dream intelligence, emotional insight, lunar and cyclical awareness, AI-assisted communication, and human-centered technology. Designed for transparency, user ownership, and ethical AI development, HerOneiros provides a foundation for creating applications that help individuals explore patterns, reflection, intuition, and personal growth while maintaining control over their own data. https://roxanneardary.com/heroneiros/

OpenKernel is an AGPL-3.0+ operating kernel for human capability and trajectory intelligence, designed to transform skills, experience, and resources into structured, positive-sum creation paths. It helps individuals move from consumption to creation by mapping their capabilities into evolving opportunities, projects, and systems that generate long-term value for themselves and their communities while replacing extractive models with creation-driven ecosystems. https://roxanneardary.com/openkernel/

PersonaLock is an open source, identity-first AI platform that preserves a user's authentic voice, reasoning, values, and evidence standards across every interaction. Built around a native identity-aware language model with integrated research and writing capabilities, it archives and learns from user-approved publications while preventing drift through transparent, explainable governance. Instead of simply generating content, PersonaLock ensures every output remains faithful to the person behind it. https://roxanneardary.com/personalock/

Loadly is a modular, vendor-neutral freight marketplace specification that defines how shippers and independent carriers connect through transparent bidding, secure payments, and real-time logistics tracking. Built on an open, AGPL-3.0+ framework, it standardizes identity verification, scheduling, pricing, compliance, warehousing, and routing into interoperable modules that can be implemented across web, mobile, and enterprise systems without vendor lock-in. https://roxanneardary.com/loadly/

Veridion System is a modular intelligence infrastructure layer designed to transform fragmented, multi-source data into trusted and explainable signals. It continuously ingests, normalizes, and correlates information while applying integrity verification, adversarial noise detection, and counter-signal validation to ensure robustness. The system produces scored, auditable outputs that can be used by downstream AI systems, analytics platforms, and decision engines operating in uncertain or adversarial information environments. https://roxanneardary.com/veridion-system/

OpenLabor Model is an open-source framework that standardizes complex compensation structures into measurable economic value. It converts wages, housing, land use, and other non-cash benefits into a single effective hourly rate, then compares it against legal minimum wage, tax impact, and regional cost of living. The project is designed to provide transparent, reproducible, and data-driven insight into the true value of work. https://roxanneardary.com/openlabor-model/

EdgeLens is an open specification for privacy-preserving, edge-first computer vision systems that enable organizations to process sensitive visual data locally while participating in federated, community-driven model improvement. It is designed to scale from localhost deployments in classrooms and individual devices to enterprise and multi-institution infrastructures, ensuring that raw data remains within trusted environments while only validated insights and model updates are shared. https://roxanneardary.com/edgelens/

OriginType is an open-source AI handwriting tutor that teaches print, cursive, signature development, and advanced typography through adaptive lessons, printable worksheets, and handwriting analysis from uploads or stylus input. It helps learners build control, legibility, and personal writing style, while offering a pathway from handwriting practice to designing real digital typefaces. https://roxanneardary.com/origintype/

OpenCareerForecast is an AGPL 3.0+ open-source career intelligence platform that helps users discover the true cost of their career path by comparing education expenses, wages, cost-of-living data, debt obligations, and future labor market trends. The platform analyzes colleges, universities, trade schools, apprenticeships, military careers, certifications, and entrepreneurial pathways to determine long-term financial viability and forecast future career opportunities. https://roxanneardary.com/opencareerforecast/

ClockWork is an open-source, AGPL-3.0+ licensed, industry-agnostic service orchestration platform that replaces commission-based systems with transparent, hourly-based labor exchange. It connects clients with professionals through fair dispatch logic, real-time scheduling, and AI-assisted matching, while ensuring full auditability, compliance, and ethical governance across all service interactions. https://roxanneardary.com/clockwork/

Nexalis is a specification intelligence system that transforms natural language intent into structured, modular, and time-aware system designs. It enables human-guided creation of evolving specifications that are simulated, stress-tested against uncertainty, and continuously refined through adversarial analysis, emergence detection, and meta-learning feedback loops. https://roxanneardary.com/nexalis/

VeritasVote is an open-source, tamper-evident in-person voting machine. Fully auditable, cryptographically verifiable, and backed by paper ballots, it provides transparent and secure elections. Hardware and software are fully open for inspection, ensuring every vote can be trusted. https://roxanneardary.com/veritasvote/

ValidationOS is an open-source, local-first AI assurance platform that transforms AI performance into proven results. It provides tools for validating, optimizing, certifying, and monitoring AI models across edge hardware environments through automated testing, compatibility analysis, performance benchmarking, observability, and compliance workflows. https://roxanneardary.com/validationos/

Vehicle Overlay System (VOS) is an open-source AGPL 3.0+ retrofit platform that adds a secure, modular intelligence layer to any vehicle using OBD-II or CAN interfaces. It provides connectivity, AI-driven services, hotspot networking, diagnostics, and V2X communication while remaining fully isolated from safety-critical vehicle controls such as braking, steering, and throttle systems. https://roxanneardary.com/vehicle-overlay-system/

FlexNode is a pluggable, multi-backend storage virtualization API designed for edge and IoT devices. It provides a unified REST API for managing local storage, including pools, volumes, snapshots, and clones. Lightweight and modular, FlexNode supports multiple backends (ZFS, LVM-thin, with future support for btrfs and NVMe-oF), and includes features for automation, developer extensibility, and observability. https://roxanneardary.com/flexnode/