SkillPro for Universities
--role="Co-founder & Engineer"
Rails 8
Hotwire
Turbo Streams
PostgreSQL
OpenAI
Structured Outputs
Solid Queue
Active Storage
Kamal
cat README.md
White-labelled, multi-tenant platform where universities run AI skill assessments across their courses. An AI examiner holds a real conversation with each student, grades them against a taxonomy built from the professor's own course materials, and hands the instructor per-subskill analytics and CSV exports.
cat features.txt
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AI examiner that holds a real back-and-forth with the student, carrying the whole conversation forward each turn and streaming its replies live
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The examiner is forced to answer in a fixed shape with a closed set of verdicts, so its decisions stay consistent and can be graded automatically
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Professors upload their own course materials (PDF, PPTX, DOCX); the text is extracted, summarised and fed into the examiner's prompt so students are assessed on what was actually taught
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From those materials the system derives a sub-skill taxonomy, then grades every finished assessment against it
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Proficiency scored 0-500 and broken down per sub-skill, alongside progress and six signals on how the student engaged
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A private write-up for the instructor the student never sees, plus per-class analytics — score spread, completion, retake improvement — each written as a single query to avoid N+1s
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Each university gets its own subdomain, students on one and instructors on another, with membership checked on every request, unknown subdomains sent back to the main site, and staff redirected to the right one automatically
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Per-tenant feature switches and white-labelling held in a settings column, down to whether a group is called a "Class" or a "Module"
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Passwordless email-code login with cooldowns and lockout, and invites that fail closed when an email isn't on the allowlist
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Instructor CSV exports at two levels: results per student, and every individual attempt including the ones never started
cat outcomes.log
A B2B product built inside an existing Rails codebase without forking it — subdomain tenancy and per-tenant branding let one deployment serve both. Live for a university pilot tenant.
ls screenshots/
6 files · click to enlarge