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Agent skill · Audited from source

Using Strong Skipping Correctly

skill · skydoves/compose-performance-skillsApache-2.0 licenceAudited 16 Oct 2026 · source 87cfb886f00d

★ 515pushed 121 days ago
✓SAFEGrade B · 89/100 · 16 Oct 2026 · 87cfb88
515repo stars · whole skydoves/compose-performance-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 87cfb886f00d and found no filesystem, network or shell access and no hard-coded secrets. What it does: Use this skill to reason about Jetpack Compose's Strong Skipping Mode — the default since Kotlin 2.0.20 — including what it changes about skippability, when it does and does not auto-`remember` lambdas, and which escape…

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ModelsAtlas. “Using Strong Skipping Correctly (skydoves/compose-performance-skills)”. Retrieved 16 Oct 2026. https://modelsatlas.com/skills/skydoves/using-strong-skipping-correctly

Trust audit

Audit 0.4.1 · source read 16 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 87cfb886f00d · 16 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherskydoves GitHub userOwner of the repository this skill is read from
  • Source folderskydoves/compose-performance-skills/recomposition/using-strong-skipping-correctlyThe exact folder we audited
  • LicenceApache-2.0As the repository states it
  • Commit pinned for this verdict87cfb886f00dA new audit runs when the source changes
  • Repository statusNot archivedLast push 121 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Use this skill to reason about Jetpack Compose's Strong Skipping Mode — the default since Kotlin 2.0.20 — including what it changes about skippability, when it does and does not auto-`remember` lambdas, and which escape…

---
name: using-strong-skipping-correctly
description: Use this skill to reason about Jetpack Compose's Strong Skipping Mode — the default since Kotlin 2.0.20 — including what it changes about skippability, when it does and does not auto-`remember` lambdas, and which escape hatches (`@DontMemoize`, `@NonSkippableComposable`, `@NonRestartableComposable`, `@ReadOnlyComposable`) apply where. Covers verifying the mode is active, auditing lambda capture sites, and the gaps where strong skipping does not memoize (`LazyListScope.items {}`, `Modifier.pointerInput {}`, object expressions, non-@Composable scopes). Use when the developer asks "do I still need @Stable?", "does this composable skip?", "why does this still recompose despite strong skipping", "when do I need @DontMemoize or @NonSkippableComposable?", is migrating from older Compose, or sees auto-remembered lambdas in compiler output.
license: Apache-2.0. See LICENSE for complete terms.
metadata:
  author: Jaewoong Eum (skydoves)
  keywords:
  - jetpack-compose
  - performance
  - strong-skipping
  - recomposition
  - lambda-memoization
  - dont-memoize
  - non-skippable-composable
  - kotlin-2.0.20
  - compose-compiler
---

# Using Strong Skipping Correctly — make every restartable composable skippable, intentionally

Strong Skipping Mode is the Compose compiler behavior that became the default with the Kotlin Compose compiler plugin shipped in **Kotlin 2.0.20**. It changes two things at once: every restartable composable becomes skippable regardless of param stability (unstable params are compared with `===`, stable params with `equals`), and every **capturing** lambda literal written inside a `@Composable` function is automatically wrapped in `remember(captures) { ... }`. Both behaviors are on by default; neither requires opt-in flags on Kotlin 2.0.20+. Lambdas with no captures are already compiler-emitted singletons and are NOT wrapped — only capturing lambdas need (and get) the auto-`remember` treatment.

That sounds like "stability no longer matters", and for a lot of UI code it almost is. But the change leaves three sharp edges: stable types still need correct `equals` semantics so the `===` fallback does not invalidate every recompose, lambdas in non-@Composable scopes (`LazyListScope.items { }`, `Modifier.pointerInput { }`, plain object expressions) are not auto-memoized, and a few intentional cases need explicit opt-out via `@DontMemoize` or `@NonSkippableComposable`. This skill walks the verification, audit, and escape-hatch decisions for working in a strong-skipping world.

## When to use this skill

- The developer asks "do I still need `@Stable`?" or "does this composable skip now?".
- A composable still recomposes on every parent tick even though the developer "thought strong skipping fixed that".
- A lambda allocation question comes up — "is this `onClick = { vm.add(it) }` allocating per recompose?".
- Migrating a project from Kotlin 1.9.x / Compose Compiler 1.5.x to Kotlin 2.0.20+ and reconciling reports that now show `restartable skippable` everywhere.
- The developer encounters `@DontMemoize` or `@NonSkippableComposable` in code or compiler output and asks what they do.
- The user mentions "strong skipping", "auto-remember", "@DontMemoize", "@NonSkippableComposable", or "skippable everywhere".

## When NOT to use this skill

- The conceptual question is "what makes a type stable in the first place?" — use `../../stability/understanding-stability-inference/SKILL.md`.
- Stability is regressing silently and the team needs a CI gate — use `../../stability/enforcing-stability-in-ci/SKILL.md`.
- Even with strong skipping on, type-level stability still matters for diagnostic clarity and for `equals`-based skipping to work — use `../../stability/diagnosing-compose-stability/SKILL.md` to fix the underlying types.
- The recomposition is happening but the developer cannot see it — use `../debugging-recompositions/SKILL.md` to instrument first.

## Prerequisites

- Kotlin **2.0.20+** with the Compose compiler Gradle plugin applied via `org.jetbrains.kotlin.plugin.compose`. Strong Skipping is on by default. To turn it **off** on Kotlin 2.0.20+, use `composeCompiler { featureFlags.add(ComposeFeatureFlag.StrongSkipping.disabled()) }` (the legacy `enableStrongSkippingMode = true` property is `@Deprecated("Use the featureFlags option instead")` and still works on older Kotlin).
- Compose Compiler reports turned on for the module under audit (see `../../stability/diagnosing-compose-stability/SKILL.md`).
- Builds running in **release** when reading reports — debug adds Live Literals which distort skip behavior (see `../../measurement/testing-compose-in-release-mode/SKILL.md`).
- Familiarity with the per-composable line format in `*-composables.txt` (`restartable skippable fun Foo(...)`).

## Workflow

### 1. Verify strong skipping is actually active

Before claiming any behavior is "because of strong skipping", confirm the toolchain is on a version where it is the default, or the legacy flag is set.

```bash
./gradlew :app:dependencies --configuration kotlinCompilerPluginClasspathRelease | grep -i compose
```

Expect the Compose compiler plugin to come from Kotlin 2.0.20 or later. In `build.gradle.kts`:

```kotlin
plugins {
    alias(libs.plugins.kotlin.android)        // Kotlin 2.0.20+
    alias(libs.plugins.kotlin.compose)        // org.jetbrains.kotlin.plugin.compose
}
```

To **disable** strong skipping on Kotlin 2.0.20+ (the modern feature-flag DSL):

```kotlin
import androidx.compose.compiler.plugins.kotlin.ComposeFeatureFlag

composeCompiler {
    featureFlags.add(ComposeFeatureFlag.StrongSkipping.disabled())
}
```

The legacy property `composeCompiler { enableStrongSkippingMode = true }` is `@Deprecated("Use the featureFlags option instead")` in modern Compose Compiler Gradle plugin releases. It still works (and is still the only switch on older Kotlin 1.9.x / 2.0.0–2.0.10), but new code should prefer `featureFlags.add(ComposeFe

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 87cfb88

Download folder ↗
git clone https://github.com/skydoves/compose-performance-skills
git -C compose-performance-skills checkout 87cfb886f00d

The author documents no install command, so this uses the repository directly. Our verdict covers commit 87cfb886f00d only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 87cfb886f00d

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ModelsAtlas: SAFE BMODELSATLASSAFE · B
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Auditing Compose Performance✓SAFE

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Use this skill when a Compose tree uses SubcomposeLayout, BoxWithConstraints, or Scaffold and the developer reports extra measure passes, slow first frame, or layout passes running content composition repeatedly. Covers…

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Choosing Derivedstateof✓SAFE

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Use this skill to decide when Jetpack Compose derivedStateOf is the right tool and when it is pure overhead. Covers the "input frequency must exceed output frequency" rule, the mandatory remember { derivedStateOf { } }…

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Collecting Flows Safely✓SAFE

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Use this skill to migrate Compose UI from `collectAsState()` to `collectAsStateWithLifecycle()`, hoist `Flow<T>` parameters out of composables, and apply `.conflate()` / `.distinctUntilChanged()` / `snapshotFlow` so…

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Questions about Using Strong Skipping Correctly

What does the Using Strong Skipping Correctly skill do?
⚡️ A curated library of Agent Skills focused on Jetpack Compose performance.
Is Using Strong Skipping Correctly safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Using Strong Skipping Correctly access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
What do I need installed to use Using Strong Skipping Correctly?
Its own instructions reference equals and remember. Dependencies are pinned to exact versions.
How current is this page?
The grade is for one exact copy of the source (87cfb886f00d), read on 2026-10-16. The repository is watched, and a new audit runs when it changes — this is the first audit.

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