Thinkle

An AI-assisted writing and manuscript platform.

Thinkle was a writing platform built to help authors organize, draft, and analyze long-form manuscripts. It let writers keep multiple projects and chapters in one place, and write in a distraction-free editor without losing sight of the bigger picture.

Beyond the editor, Thinkle tracked writing progress over time — daily streaks, total word counts, and a words-written/words-removed chart — so authors could see their own momentum.

The most interesting part was AI Story Analysis: it mapped a manuscript’s story arc as a tension curve across chapters, surfaced key events, and built a character heatmap showing which characters appeared in which chapters. For each character, it also generated a consistency score with a breakdown of appearance, speech, and behavior — flagging where a character’s portrayal drifted across the manuscript.

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