Chatlectify: Turn Your Chat History into a Reusable Writing Style for LLMs
Chatlectify is a tool that extracts your unique writing style from chat history and generates a system prompt to make LLMs like Claude and ChatGPT write like you.
Why it matters
Chatlectify allows users to personalize their interactions with LLMs, making the responses more natural and aligned with their unique writing style.
Key Points
- 1Chatlectify analyzes 20+ stylometric features from your chat messages to capture your writing style
- 2It generates a portable style file and system prompt that can be used with any LLM
- 3The tool runs locally with a single outbound LLM call, ensuring privacy and no data leaving your machine
Details
Chatlectify is a tool designed to address the issue of large language models (LLMs) like Claude and ChatGPT not reflecting the unique writing style of individual users. After analyzing two years of daily interactions with these models, the developer noticed that the responses still sounded generic, opening with common phrases like 'Certainly!' and closing with 'In conclusion...'. Chatlectify aims to solve this by extracting stylometric features from the user's chat history, including sentence length distribution, contraction rate, bullet usage, hedge words, typo rate, punctuation histograms, and more. It then selects a stratified sample of the user's messages as exemplars and generates a portable style file and system prompt that can be used to make the LLM write in the user's own style. The tool runs locally with a single outbound LLM call, ensuring privacy and no data leaving the user's machine.
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