The Education Specifications Bundle is a collection of open-source educational technologies designed to expand access to personalized learning, career intelligence, technical training, and practical skill development. These specifications combine artificial intelligence, adaptive learning systems, simulations, interactive tools, and source-verified knowledge frameworks to support learners across a wide range of disciplines. From early education and handwriting development to engineering, machining, aerospace, and creative skills, the bundle provides modular foundations for building next-generation educational platforms.
The bundle focuses on making high-quality learning experiences more accessible, affordable, and adaptable. By combining AI tutoring, real-world simulations, career planning tools, and hands-on training environments, these specifications support students, educators, apprentices, professionals, and lifelong learners. Each specification is designed to encourage experimentation, collaboration, and knowledge sharing while providing a foundation for open educational innovation.
All specifications are released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+) and may be used free of charge, provided the attribution requirements under Section 7 of the license are maintained. Organizations requiring attribution-free deployment may obtain a Specification Branding License (SBL), with licensing fees based on the specification type, deployment scope, and the size of the network or environment in which the specification is implemented.
The Open Arsenal specifications are designed as foundations, not disposable products. They define reusable architectures that can be implemented, extended, combined, modified, and adapted to changing technologies and real-world requirements. Modular design allows individual capabilities to evolve without forcing an entire system to be replaced, while vendor-neutral architecture helps preserve independence and interoperability.
Long-term infrastructure requires long-term thinking. Open-source licensing encourages examination, reuse, modification, and collaboration, while perpetual commercial licensing can provide organizations with lasting rights to deploy a specification without making foundational infrastructure dependent on recurring licensing renewals. The objective is to create technological foundations that can remain useful as companies, technologies, platforms, and business models change.
BeautifAI
https://roxanneardary.com/beautifai/
AI-driven beauty education platform combining computer vision with practical learning. Provides personalized recommendations, virtual try-on experiences, and step-by-step tutorials for makeup, hairstyling, and personal presentation.
CNC Companion
https://roxanneardary.com/cnc-companion/
AI-powered tutor for apprentice machinists and CNC training. Provides step-by-step guidance, real-time feedback through vision and sensors, adaptive lessons, skill tracking, simulations, gamification, and community collaboration.
Continuum Companion
https://roxanneardary.com/continuum-companion/
Locally hosted AI wellness and research platform with source-backed educational tools. Integrates knowledge traditions for exploratory learning, research archiving, and reflective wellness education alongside professional guidance.
LibreSpaceflight
https://roxanneardary.com/librespaceflight/
Open platform for democratizing spaceflight knowledge. Converts aerospace concepts into interactive, testable simulations for active learning, teaching orbital mechanics, robotics, spacecraft systems, and engineering principles.
Mindora
https://roxanneardary.com/mindora/
Open-source AI tutor and adaptive educational platform delivering personalized, source-verified lessons across all subjects. Features dynamic pacing, interactive visualizations, simulations, assessments, critical thinking exercises, and real-world contextual connections. Scales from early education through advanced study.
MotionNet
https://roxanneardary.com/motionnet/
AI system for generating real-time ballroom dance choreography from music. Includes instructional breakdowns, visual learning aids, adaptive practice tools, and community-driven learning for dancers of all skill levels.
OmniScientia
https://roxanneardary.com/omniscientia/
A modular AI scientific discovery framework that enables inquiry-driven learning, safe experimentation, verified research, and exploration across all fields of science.
OpenCareerForecast
https://roxanneardary.com/opencareerforecast/
AGPL-3.0+ career intelligence platform analyzing education costs, student debt, ROI, cost of living, wages, industry trends, and future projections. Helps students evaluate colleges, trade schools, apprenticeships, certifications, and career paths.
OriginType
https://roxanneardary.com/origintype/
AI handwriting education platform and tutor teaching print, cursive, signature development, and typography through adaptive lessons, intelligent handwriting analysis, and printable worksheets. Progresses learners from handwriting fundamentals to digital font design.
StructIQ
https://roxanneardary.com/structiq/
AI-assisted structural engineering platform with education and training modes, digital twins, simulations, and visualization tools. Designed to make engineering education more accessible through guided learning, experimentation, and failure analysis.
World Expedition
https://roxanneardary.com/world-expedition/
World Expedition is an open source higher education specification that uses AI to connect students’ academic and career goals with real-world destinations, historical perspectives, current experiences, and emerging opportunities. Its modular architecture turns travel, exploration, professional interaction, observation, and reflection into integrated educational experiences that help students journey through history, experience today, and discover tomorrow.
A Specification Branding License can be purchased for the basket of Education Specs
Purchasing a Specification Basket grants the purchaser a perpetual license for attribution-free use of every existing specification included within that category, as well as any additional specifications subsequently added to the category.
Education Specification Basket Pricing:
| Network Size | # of Users | One-Time Price | Duration |
| Small | 1 – 20 | $900,000 | Perpetual License |
| Medium | 21- 1000 | $2,400,000 | Perpetual License |
| Large | 1001 + | Custom Quote | Custom Quote |
