academic-review-decksmith

What problem does it solve?

It converts dense scholarly review content into slide decks that preserve academic logic, keep figures and formulas readable, and remain defensible through source traceability and export-based visual QA.

Core Features & Use Cases

• Argument-first slide rebuilding: restructures background → mechanism/structure → modeling/theory → control/method → applications/limitations instead of copying chapters mechanically.
• Citation-aware visual handling: classifies figures (literature vs redrawn vs schematics vs editable PPT components) and adds short “read this” notes for audience comprehension.
• Export-based visual QA: exports slides to PNG, scans for banned process/filler language, and fixes layout issues (overflow/cropping/low contrast/missing source notes).
• Use cases: thesis defenses, journal-club presentations, course/research group review talks, and review-to-artifact polishing for expert audiences.

Quick Start

Use Academic Review Decksmith on your review draft, your local papers folder, and your target PPT template to generate a rigorous academic PPTX that explains key figures and formulas with source-grounded captions and includes export-to-PNG visual QA checks.