OPTIMETAOPTIMETAOfficialยท6 Agent Skills Included

PAIDEIA

Personalized exam prep from your own course materials

Converts lecture notes, textbooks, homework, and handwritten solutions into a permanent per-course study graph. Extracts recurring solution patterns, maps homework density to exam probability, and generates drills, quizzes, and cheatsheets from your own materials. Grades handwritten answer scans and logs every error so weak spots shape future practice. Eliminates generic syllabi, manual flashcard curation, and lost study history.
npx skills add OPTIMETA/PAIDEIA --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install PAIDEIA?โ–ผ

Run `npx skills add OPTIMETA/PAIDEIA --all -g -y` in your terminal to install all skills in this suite globally.

How does PAIDEIA personalize exam prep?โ–ผ

It analyzes your own lecture notes, homework, and solutions to extract recurring solution patterns and rank topics by homework density, which signals exam probability. Every drill and cheatsheet is built from your course, not a generic syllabus.

Can PAIDEIA grade handwritten answers?โ–ผ

Yes. Scan your written work as a PDF and the vision OCR pipeline transcribes it to markdown, then grades it against reference solutions using strategy-level comparison rather than exact algebra.

Does PAIDEIA work offline or keep data private?โ–ผ

All study artifacts live as plain markdown files on your disk. You can optionally route OCR through a local Qwen3-VL model via Ollama so handwritten PDFs never leave your machine.

Which subjects does PAIDEIA support?โ–ผ

It is domain-general across math, physics, and engineering courses such as calculus, linear algebra, classical mechanics, electromagnetism, and quantum mechanics.

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