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toolsdocks

Make text easier to read

Paste text and the scores and highlights update as you type. Accept plainer words from the suggestion list, or try an optional rewrite by a small on-device model.

On-device model
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How to use

  1. Paste the text; scores and highlights update as you type.
  2. Accept plainer words, or ignore them, from the suggestion list.
  3. Optionally choose a reading level, press Download model and Rewrite in plain language, then compare scores and changes.

Worked example

The 51-word sample sentence (“In the event that the applicant fails to submit the requisite documentation…”) scores Flesch Reading Ease 17.4 and grade 23.5, and is flagged as a long sentence with 5 wordy phrases and 5 passive verbs. A two-sentence plain version (“If you do not send the papers before the deadline, we will cancel your application. We will not pay back your fees.”) scores 84.2.

Supported formats and limits

InputText up to 4,000 characters, TXT, Markdown, HTML or DOCX files
OutputReadability scores before and after, Highlights with plainer words, Plain-language rewrite
LimitsScores and highlights run on your device instantly. The optional rewrite downloads SmolLM2-360M-Instruct from Hugging Face once (about 390 MB for the CPU build, 276 MB with WebGPU); without WebGPU it writes a few words per second. Your text never leaves this tab.
EngineFlesch Reading Ease, Flesch-Kincaid grade, Gunning Fog and SMOG computed on device (rule-based syllable counts); built-in list of about 110 plain-word substitutions; optional rewrite by SmolLM2-360M-Instruct (Apache-2.0) running in your browser with transformers.js in a Web Worker (WebGPU when available, otherwise WebAssembly on the CPU)

Limitations

  • Scores measure word and sentence length, not whether the text is clear or correct; syllables are estimated, so scores can differ slightly from other tools.
  • Model rewrites can leave out conditions or change meaning; this is not legal, medical or financial advice.
  • English only.

Questions

What do the readability scores measure?

Word and sentence length, using estimated syllable counts. They do not tell you whether the text is clear, correct or suitable for your readers, and they can differ slightly from other tools because syllables are estimated.

How trustworthy is the AI rewrite?

It is machine-generated by SmolLM2-360M-Instruct (Apache-2.0, about 390 MB, or 276 MB with WebGPU, downloaded once from Hugging Face). It can leave out conditions or change the meaning, so compare it with the original. It is not legal, medical or financial advice.

Privacy

On-device model. Processing runs in this browser. The open-source model files are downloaded once from the model host (Hugging Face) and cached; your content is not uploaded.

  • Hugging Face: Only after you press Download model: requests for the model files (SmolLM2-360M-Instruct, about 390 MB, or 276 MB with WebGPU, only for the optional rewrite) from huggingface.co and its CDN, which see your IP address. Your text and files are never sent.

See the privacy policy for how toolsdocks handles data.