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Hacker News·abdullahalharir·Oct 20, 2026, 3:10 PM

Penmentor: An Open-Source Tool Using Claude to Mark Up Handwritten Math

Original title:Show HN: Penmentor – Claude marks up your handwritten math like a teacher

Open Source68

Penmentor is an open-source project that leverages Claude's vision capabilities to review and mark up handwritten math calculations. Rather than returning separate text explanations, the system overlays teacher-like annotations and step-by-step corrections directly onto the scanned work. It illustrates how multimodal LLMs can move beyond standard conversational tutoring into spatial, artifact-level feedback for education.

Why it's worth reading

It demonstrates a practical interface paradigm where vision models generate red-pen-style annotations directly on handwritten work, offering a concrete open-source blueprint for AI tutoring.

Tags

PenmentorClaudeMultimodalMathEducationShow HNOpenSource

Score breakdown

  • Novelty70
  • Impact64
  • Practicality76
  • Credibility72
  • Timeliness70