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Experiments

Small text experiments with useful outputs and visible fingerprints.

These are transparent prototypes: useful to try, deliberately limited, and updated when we learn something. Pick one, paste your own text, and see what the rules surface — and where they stop.

Experiments differ from tools in scope: the rules are narrow by design, each page documents what the approach cannot do, and the method may still change. All three run locally — no API, no account.

AI & prompt workRules-based · no API

Prompt Mirror

Apply structure rules to a rough prompt: add role, strip hedging, set output format, reduce the fog.

Run the test →
Editors & content teamsRules-based · no API

Readability Checker

Paste text and get readability scores before your paragraph starts applying for tenure.

Run the test →
Writers & marketersRules-based · no API

Tone Switcher

Paste text, pick a tone, and watch the same sentence put on different shoes.

Run the test →

Related

Text Workbench

Clean and normalize the same text after the experiment stops waving its arms.

Diff Viewer

Compare original and transformed versions before memory starts lying.

Notes

Read practical notes about the small tools that made it through testing.

Monkeybase

A small browser lab for useful tools, AI experiments, and notes that survived their first bad idea.

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