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Agent skill · Audited from source

Tracing Recompositions At Runtime

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 instrument a Jetpack Compose composable with `@TraceRecomposition` from `skydoves/compose-stability-analyzer` so per-recomposition diffs (which state or parameter changed, what value transition) print…

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Cite this page

ModelsAtlas. “Tracing Recompositions At Runtime (skydoves/compose-performance-skills)”. Retrieved 16 Oct 2026. https://modelsatlas.com/skills/skydoves/tracing-recompositions-at-runtime

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/measurement/tracing-recompositions-at-runtimeThe 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 instrument a Jetpack Compose composable with `@TraceRecomposition` from `skydoves/compose-stability-analyzer` so per-recomposition diffs (which state or parameter changed, what value transition) print…

---
name: tracing-recompositions-at-runtime
description: Use this skill to instrument a Jetpack Compose composable with `@TraceRecomposition` from `skydoves/compose-stability-analyzer` so per-recomposition diffs (which state or parameter changed, what value transition) print to logcat under the `Recomposition` tag. Works in release-with-debug-symbols builds where Android Studio Layout Inspector cannot reach, and feeds the IntelliJ / Android Studio plugin's live recomposition heatmap (green under 10, yellow 10–50, red 50+). Covers the Gradle plugin setup, the `ComposeStabilityAnalyzer.setEnabled(BuildConfig.DEBUG)` runtime gate that keeps the instrumentation out of production, and the handoff to debug-time Layout Inspector and CI `stabilityCheck`. Use when the user mentions `@TraceRecomposition`, "trace recomposition", "compose-stability-analyzer", "recomposition logcat", "recomposition heatmap", "release-mode recomposition counts", or needs to confirm a stability fix in a release-like build.
license: Apache-2.0. See LICENSE for complete terms.
metadata:
  author: Jaewoong Eum (skydoves)
  keywords:
  - jetpack-compose
  - performance
  - recomposition
  - trace-recomposition
  - compose-stability-analyzer
  - logcat
  - heatmap
  - runtime-tracing
---

# Tracing Recompositions at Runtime — `@TraceRecomposition`, logcat, and the live heatmap

Layout Inspector counts recompositions and surfaces Argument Change Reasons, but it works **only in debug**, where Live Literals and the interpreted Compose runtime inflate counts. `@TraceRecomposition` from `skydoves/compose-stability-analyzer` instruments a composable at compile time and emits per-recomposition diffs (which state changed, what value transition) to logcat under the `Recomposition` tag. The instrumentation works in any build the developer enables it for — including release-with-debug-symbols — and feeds the IntelliJ / Android Studio plugin's live recomposition heatmap.

This skill is the **release-mode complement** to `../../recomposition/debugging-recompositions/SKILL.md`. Layout Inspector is debug-only, fast to set up, and good for the first triage. `@TraceRecomposition` is the ground-truth confirmation: instrument the suspect composable, ship a release+R8 build of the dev APK, run the user journey, and read the per-recomposition log lines.

## When to use this skill

- A composable recomposes more than expected and Layout Inspector counts are inconclusive (the count differs between debug and release, or the suspect is an inline composable not covered by Layout Inspector).
- A stability or strong-skipping fix needs to be confirmed against a release-equivalent build before merging.
- A developer wants per-state-and-per-parameter change diffs printed inline rather than clicking through the Layout Inspector tree.
- A team wants to baseline a composable's recomposition count for an SLO ("PriceTicker recomposes ≤ once per price update; never per parent tick").
- The user mentions `@TraceRecomposition`, "trace recomposition", "compose-stability-analyzer", "recomposition logcat", "recomposition heatmap", or "release-mode recomposition".

## When NOT to use this skill

- The developer just wants recomposition counts in debug — Layout Inspector is faster to set up. See `../../recomposition/debugging-recompositions/SKILL.md`.
- The build is a **production release** with no diagnosis intent — the instrumentation must be gated off. See the runtime-toggle pattern below.
- The team needs a CI gate that fails on **future** stability regressions — runtime tracing is for diagnosis; gating is `../../stability/enforcing-stability-in-ci/SKILL.md` (`stabilityCheck`).
- The need is per-frame timing or end-to-end user-perceived perf, not recomposition counts — that is `../generating-baseline-profiles/SKILL.md` with `MacrobenchmarkRule` + `FrameTimingMetric`.

## Prerequisites

- The Gradle plugin `com.github.skydoves.compose.stability.analyzer` (latest, v0.7.3+) added to the module that owns the composables to instrument.
- An `Application` subclass declared in the manifest, so `ComposeStabilityAnalyzer.setEnabled(...)` can be called from `onCreate()`.
- Compose Compiler reachable from the same module — `org.jetbrains.kotlin.plugin.compose` applied (Kotlin 2.0+).
- A `BuildConfig` field or feature flag the runtime toggle can read. `BuildConfig.DEBUG` works; a custom `BuildConfig.ENABLE_RECOMPOSITION_TRACE` is preferred for production-style profiling builds.
- For the IntelliJ / Android Studio heatmap: the `compose-stability-analyzer` plugin installed from the JetBrains marketplace (or built locally from the GitHub repo).
- Familiarity with `../../recomposition/debugging-recompositions/SKILL.md` so the developer has already named the suspect composable in debug before reaching for runtime tracing.

## Workflow

### 1. Apply the Gradle plugin

In the module's `build.gradle.kts`:

```kotlin
plugins {
    id("com.android.application")
    id("org.jetbrains.kotlin.android")
    id("org.jetbrains.kotlin.plugin.compose")
    alias(libs.plugins.compose.stability.analyzer)
}
```

In `gradle/libs.versions.toml`:

```toml
[versions]
composeStabilityAnalyzer = "0.7.3"

[plugins]
compose-stability-analyzer = { id = "com.github.skydoves.compose.stability.analyzer", version.ref = "composeStabilityAnalyzer" }
```

### 2. Configure the analyzer

Same `build.gradle.kts`, alongside the plugins block:

```kotlin
composeStabilityAnalyzer {
    enabled.set(true) // compile-time switch; runtime toggle below gates emission
}
```

`enabled.set(true)` controls whether the compiler weaves in the instrumentation. With `enabled.set(false)` no `@TraceRecomposition` annotations have any effect. Leaving it on across all build types is fine — the runtime toggle is the actual production gate.

### 3. Annotate the composables to trace

```kotlin
import com.skydoves.compose.stability.runtime.TraceRecomposition

@TraceRecomposition(traceStates = true)
@Composable
fun PriceTicker(price: Pric

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

Auditing Compose Performance✓SAFE

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Avoiding Subcomposition Pitfalls✓SAFE

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★ 515Grade B
Choosing Derivedstateof✓SAFE

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Collecting Flows Safely✓SAFE

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Configuring Lazy Prefetch✓SAFE

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Use this skill to tune Jetpack Compose lazy-layout prefetch with LazyLayoutCacheWindow (Compose Foundation 1.9+, @ExperimentalFoundationApi) and pausable composition in prefetch (Compose Foundation 1.10+, default on).…

★ 515Grade B
Configuring R8 For Compose✓SAFE

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Use this skill to configure R8 correctly for a Jetpack Compose application — full mode by default, `proguard-android-optimize.txt`, resource shrinking on, and minimal keep rules because Compose ships consumer ProGuard…

★ 515Grade B

Questions about Tracing Recompositions At Runtime

What does the Tracing Recompositions At Runtime skill do?
⚡️ A curated library of Agent Skills focused on Jetpack Compose performance.
Is Tracing Recompositions At Runtime 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 Tracing Recompositions At Runtime access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
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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