Score-first. Course-agnostic. Execution-stable.
Global overlay + five core modules (Syllabus / Lectures / Assignments / Project / Exam), designed for maximum score efficiency with strict rubric alignment and stepwise flows.
- Global Overlay: Unified execution rules, enforces rubric alignment and instructor style.
- 5 Core Modules: Syllabus / Lectures / Assignments / Project / Exam, each with PAUSE/STOP pacing.
- Course-Agnostic: Works for STEM, programming, humanities, business, law, and language courses; adapts to undergraduate, master’s, or doctoral level.
- Platform-Friendly: Considers Canvas / Gradescope submission formats and constraints.
- Score-Oriented: Highlights high-weight components and penalty-avoidance tactics.
core/
├─ syllabus.md → Parse syllabus, identify weight & scoring priorities
├─ lectures.md → Predict quizzes, reinforce definitions & key concepts
├─ assignments.md → Build rubric-aligned written answers
├─ project.md → Topic → Proposal → Execution Plan → Draft → Defense
├─ exam.md → Coverage map → Review plan → Mock questions
overlay/
├─ course customization overlay.md → Global execution behavior & alignment protocol
disclaimer.md → AI usage statement
- Start with the course customization overlay.md: Copy the content and prepend it to your prompt to activate the global behavior controls.
- Select a module (copy from
core/*). - Paste your course artifacts (syllabus, rubric, lecture notes) and proceed step by step following the PAUSE/STOP flow.
- Syllabus: Extract grading breakdown, mark high-weight, generate action plan.
- Lectures: Teach from zero → Predict quiz Q&A → List essential definitions & formulas.
- Assignments: Strictly lecture-aligned answers; rubric mapping + self-check.
- Project: 20–30 seeds → Expanded briefs → Execution plan → Iterative drafts.
- Exam: Step 0 intake → Coverage map → Concept review → Question bank → (Optional) Mock → Self-check.
Follow your course’s AI usage policies and academic integrity rules.
This package is for learning support, not for copy-paste submission. See disclaimer.md for details.