Implementation Pattern Mining

Use this skill to identify repeated implementation patterns in a codebase, extract reusable conventions, and turn them into guidance without overfitting. The goal is not to write a style guide from taste. The goal is to describe implementation moves that the codebase already repeats for good reasons.

When To Use

Use this when a task asks for codebase conventions, local patterns, reusable implementation guidance, onboarding notes for how code is built here, or a pattern inventory before implementing similar work.

Do not use this to justify a preferred design that is not already present in the codebase. Do not promote one example into a convention unless you can explain why it generalizes.

Mining Workflow