RubricForge

RubricForge helps instructors and teaching teams create, enforce, and audit grading rubrics across assignments. You build a rubric once, attach it to an assignment, and grade with a fast, criterion-by-criterion workflow. The AI assistant suggests rubric language, flags ambiguous criteria, and detects scoring drift between graders by analyzing patterns (not “guessing” grades). It generates a short “grading rationale” per submission for student transparency and appeal reduction. For teams, it runs calibration: graders score the same few samples, then the app highlights where they disagree and why. Exportable reports show consistency, time spent, and common feedback themes. This is not a learning platform; it’s a grading operations tool that plugs into existing LMS workflows and makes grading more consistent, faster, and easier to defend when students challenge results.