๐Ÿงฎ The Tool

GPA ยท Application ยท ็ซ‹flag ยท Roadmap
๐Ÿ“Œ GPA calculation works without API keys. AI is optional (BYOK) for application assessment, goal planning & roadmap generation.

1 ยท GPA assessment & risk

Grade point table (HKBU)
GradePointsGradePoints

Source: ar.hkbu.edu.hk โ€” Assessment Grading System ยท Not included in GPA: DT, I, S, U, W, YR, NR, PR

Years

Target planning

Actual grade input (exact course GPA)

Semester grade predictor (estimate from letter grades)

Open predictor (letter grades โ†’ estimated semester GPA range)

Estimated ranges are estimates only โ€” the official transcript is authoritative.

HKBU academic risk notice

Graduation check (gap to 2.00)

Retake impact calculator

๐Ÿ“„ HKBU Dismissal policy ยท Academic problems

๐Ÿ”’ Nothing you enter is stored or linked to you โ€” all calculations happen in your browser.

2 ยท Application planning (็”ณ่ซ‹ๆ–นๅผ)

Input your experiences to see what level of school you can apply to โ€” exchange, master's, or PhD.

Experiences

3 ยท Set a flag (็ซ‹flag)

Growth mindset: don't just look at where you are โ€” plant a flag where you want to go, and see the gap.

4 ยท Research roadmap (gamified)

Do the research, tick the tasks, and get a roadmap. Level up like a game โ€” one task at a time.

5 ยท Report

๐Ÿค– AI (BYOK โ€” optional, decoupled)

Bring your own key (HKBU GenAI / Poe / DeepSeek / OpenAI / OpenRouter). Key stays in this browser (session storage). GPA math never uses the AI.