fletcher

What problem does it solve?

Fletcher prevents confident-but-wrong interpretation by forcing you to systematically audit every visible feature of your figures, tables, and results before you write about them.

Core Features & Use Cases

• Six-step defamiliarization audit: lists every visible element, generates alternative explanations, isolates the hardest-to-explain feature, and tests sample size and patterns.
• Interpretation timing control: designed to run right when output first appears, so your writing doesn’t lock in premature narratives.
• Ownership enforcement: ends with an ownership test so you only proceed when you can account for every number (or explicitly flag open questions).

Quick Start

Run Fletcher on your output file before drafting the write-up by asking: "Fletcher, audit this results file: path/to/results_or_figure.[brief description of the main finding you think it shows]".