How pref0 learns code style preferences

Code style is deeply personal — language, framework, naming conventions, file structure. pref0 extracts these preferences from corrections and compounds them into a reliable profile.

What pref0 extracts

Examples of code style preferences that pref0 detects and scores from conversations.

"Use TypeScript, not JavaScript"

language: typescript0.70
Explicit correction

"camelCase for variables, PascalCase for components"

naming: camelCase_vars_PascalCase_components0.70
Explicit instruction

"Keep functions under 20 lines"

code_style: short_functions0.40
Explicit instruction

User consistently writes arrow functions in code blocks

function_style: arrow_functions0.30
Behavioral pattern

"Use Tailwind, not styled-components"

css_framework: tailwind0.70
Explicit correction

"Always add error handling"

best_practice: error_handling0.40
Explicit instruction

Confidence progression

See how a single preference compounds in confidence across multiple conversations.

Session 1

"Use TypeScript, not JavaScript"

0.70
Session 3

"Write this in TS"

0.85
Session 5

User writes TypeScript in code blocks

0.95
Session 7

Consistent TypeScript usage observed

1.00

Related preference types

Tool PreferencesFormatting PreferencesWorkflow Preferences

See preference learning in action

Your users are already teaching your agent what they want. pref0 makes sure the lesson sticks.

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