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.
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.
A Specification Branding License can be purchased for the basket of Education Specs
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 |
