Socratic Coach AI
Turning deep domain expertise and sound instructional design into reusable, testable AI Skills.
Turning deep domain expertise and sound instructional design into reusable, testable AI Skills.
Most AI products start with a chat box and hope the model behaves well. This platform is built from the inside out starting with a library of versioned, testable specifications that define precise agent behavior.
Reusable instructional assets (SKILL.md + TESTS.md) capturing pedagogical or enterprise logic—not trapped in one-off chat prompts.
Dynamic orchestration engines that evaluate user context, map intents, and load specific architectural skills natively.
Automated test suites evaluating response quality and maintaining academic or enterprise integrity across versions.
🏆 2026 Presidential AI Challenge — Pennsylvania State Winner
An AI-powered biology study coach that guides student reasoning through Socratic questioning—not shortcut answers. Developed with Chris Killinger at Wyomissing Area High School, Bio Buddy embodies the same thoughtful AI adoption principles this platform is built on.
Watch the DemoWhether scaling a K–12 computer science Socratic tutor or building stateful compliance orchestration frameworks for heavy enterprise operations, the Minich AI Platform decouples domain logic from application code.