Rebound Skill

Rebound Expert Skill

[](https://github.com/aldefy/rebound-skill#setup) [](LICENSE) [](https://kotlinlang.org) [](https://developer.android.com/jetpack/compose)

**Make your AI coding tool understand Compose recomposition performance.**

AI tools don't understand recomposition budgets. They'll tell you "use `remember`" or "add `@Stable`" without knowing whether the problem is a forced recomposition from a parent, an unstable lambda, or a screen-level state read. This skill gives them the domain knowledge to diagnose and fix correctly.

What Changes

Without Skill	With Skill
"Use remember to fix recomposition"	"Your HomeScreen recomposes 8/s (budget: 3/s SCREEN). The $changed mask shows scrollOffset is DIFFERENT every frame. Hoist it to ContentSection."
"Add @Stable to your data class"	"Skip rate is 12% with paramTypes: unstable,lambda. The UserCard data class needs @Immutable (all vals), and the onClick lambda should be remember-wrapped."
"That looks fine"	"Forced count is 45 vs param-driven 3 — the parent ChatList is the real violator. Fix the parent first, children will stop cascading."

File Structure

rebound-expert-skill/           # Copy this folder into your project or tool config
├── SKILL.md                    # Main skill — workflow, key concepts, quick fixes
└── references/
    ├── budget-classes.md       # 7 budget classes, thresholds, dynamic scaling
    ├── diagnosing-violations.md # Violation patterns + diagnostic workflow + code fixes
    ├── cli-usage.md            # CLI commands, JSON snapshot, connection modes