CourseLink

CourseLink — what it is, how it works, why it wins The problem Every semester a student gets 5–6 syllabi. Each one buries the real schedule — due dates, exam weeks, grade weights, attendance rules, the professor's AI policy — inside 12 pages of PDF prose. The information a student actually needs to plan the term is in there, but it's unstructured, scattered, and worded differently in every course. So students do one of two things: Nothing — they never build a plan, then get surprised by a midterm they "didn't know about." Manual entry — they retype every due date into Notion, Apple Calendar, or a generic planner. Manual entry is the tax that kills every planner. It's why most planning apps have a graveyard of dead accounts: the app is fine, but the setup cost is too high and reality drifts the moment a professor moves a date. CourseLink exists to remove that tax entirely. How it works

1. Upload the syllabus. PDF in. That's the whole setup step.
2. Structured extraction, not a dump. CourseLink parses each syllabus into a typed contract. Every extracted fact carries a status envelope — the part nobody else does: found — stated verbatim in the doc missing — not in the doc needs_review — inferred or ambiguous, so the student confirms before moving on Each field also carries a confidence score, the verbatim source snippet, and the PDF page it came from — so review is a two-second glance at the highlighted line, not a re-read. The parser pulls: Basics — course name, code, section, credits, instructor + email Schedule — meeting days/times/locations, plus async-online detection Office hours — per-instructor blocks Grade weights — percent or points mode, with a running total Policies — attendance, extra credit, submission, and the professor's AI policy graded on a 4-level scale (prohibited → restricted → allowed-if-cited → encouraged) Assignments — every graded item with its due date
3. It becomes a live plan. Assignments become tasks. Meetings and due dates become calendar events (week/time-grid view, ICS export, Google Calendar sync). Grade weights power a grade calculator that shows current and projected grades. An intensity/workload score flags burnout weeks before they hit.
4. It stays connected to reality. Canvas link-out and native deep-linking mean a task opens straight to the assignment in Canvas — the plan points back at the source of truth instead of drifting from it. Why it's the best planner for students It starts from the source of truth, not a blank page. Generic planners (Notion, Todoist, Apple Calendar) make the student be the parser. CourseLink does the parsing. Zero-to-plan is one upload, not an hour of typing. It's built for the actual artifact students are handed. Nothing else treats the syllabus as a first-class input. That's the whole unlock — the syllabus is where the semester is defined, so that's where planning should begin. Confidence-gated accuracy. Because every field says whether it's certain, guessed, or missing, students never silently trust a wrong due date. The needs_review gate turns "AI probably got it right" into "you confirmed the three fields it wasn't sure about." That's the difference between a demo and a plan you'd stake a grade on. It understands coursework, not generic tasks. Grade weights, exam vs. homework, credit hours, AI-use policy, workload intensity — a to-do app has no concept of any of these. CourseLink is domain-native: it knows a 30%-weighted final is not the same as a 2% quiz and plans accordingly. One codebase, everywhere the student is. Web build plus a native iOS/Android app (Despia-wrapped) with push notifications, so deadline reminders reach the phone. Focus/Pomodoro sessions, a citation generator (APA/MLA/Chicago), and shared course schedules round out the actual student workflow — not a generic productivity kit. Ships responsibly. Every new feature launches behind an admin-controlled flag, so students get stable, finished features — never half-built experiments. The one-line version Other planners give you an empty grid and make you fill it in. CourseLink reads your syllabi, extracts the whole semester with confidence and sources you can verify, and hands you a live, connected plan — so the first thing you see is your term already organized, not a blank page.