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: Price) {
    Text(price.formatted)
}

traceStates = true extends the diff to mutableStateOf reads inside the composable body, not just parameters. Start with true for first investigation; flip to false once the cause is known to keep logs compact.

4. Add the runtime toggle in Application.onCreate()

kotlin
import com.skydoves.compose.stability.runtime.ComposeStabilityAnalyzer

class MyApp : Application() {
    override fun onCreate() {
        super.onCreate()
        ComposeStabilityAnalyzer.setEnabled(BuildConfig.DEBUG)
    }
}

Without this call, every annotated composable still emits to logcat — including in release. Gate the toggle behind BuildConfig.DEBUG or a custom BuildConfig.ENABLE_RECOMPOSITION_TRACE so the production APK is silent.

5. Reproduce the symptom and read logcat

bash
adb logcat -s Recomposition:D

Sample output for an animated PriceTicker whose price changes from 99.0 to 99.5 (illustrative — exact log shape depends on the analyzer version):

D/Recomposition: [Recomposition #1] PriceTicker
D/Recomposition:   ├─ [param] price: Price changed (Price(99.0) → Price(99.5))
D/Recomposition: [Recomposition #2] PriceTicker
D/Recomposition:   ├─ [param] price: Price unchanged (skipped via strong-skipping equals)

The number after # is a per-instance counter — cumulative across the lifetime of the composable's restart scope. A composable that prints [Recomposition #50] while only being on screen for two seconds is the smoking gun.

6. Open the live heatmap in Android Studio (optional)

Install the Compose Stability Analyzer plugin from JetBrains Marketplace. With the plugin installed and the app running, the editor gutter next to each @TraceRecomposition-annotated composable shows a color-coded badge. Indicative thresholds (illustrative — see the plugin's settings panel for the current bands):

• Green — fewer than 10 recompositions in the current session.
• Yellow — 10 to 50 recompositions.
• Red — more than 50 recompositions.

Click the badge to jump to a side panel listing each [Recomposition #N] entry with its diff. The panel mirrors logcat but groups by composable instance so the developer can spot which LazyColumn row is misbehaving without scrolling logcat.

7. Chain back to the upstream fix

Runtime tracing names the composable and the changing parameter. The fix lives elsewhere:

• Param recomposes because the type is unstable → ../../stability/diagnosing-compose-stability/SKILL.md and ../../stability/stabilizing-compose-types/SKILL.md.
• Param recomposes because of a captured lambda or Flow → ../../recomposition/using-strong-skipping-correctly/SKILL.md and ../../side-effects/collecting-flows-safely/SKILL.md.
• State read happened in the wrong phase (Composition vs Layout vs Draw) → ../../recomposition/deferring-state-reads/SKILL.md.
• Layout Inspector showed an Argument Change Reason status that needed to be acted on → ../../recomposition/debugging-recompositions/SKILL.md.

Once the fix lands, re-run the trace; the post-fix logcat should show one initial [Recomposition #1] and no subsequent entries during the same scenario.

8. Gate against future regressions in CI

@TraceRecomposition is for diagnosis. Preventing the next regression is a CI concern: enable stabilityCheck in CI per ../../stability/enforcing-stability-in-ci/SKILL.md, which fails the build when a previously-skippable composable becomes non-skippable.

Patterns

Pattern: annotate the suspect, run a release-with-debug build, read the diff

kotlin
// RIGHT
@TraceRecomposition(traceStates = true)
@Composable
fun PriceTicker(price: Price) {
    Text(price.formatted)
}

Sample logcat output (illustrative — exact log shape depends on the analyzer version; the price changes once per second; the surrounding row recomposes once per parent tick):

D/Recomposition: [Recomposition #3] PriceTicker
D/Recomposition:   ├─ [param] price: Price changed (Price(99.0) → Price(99.5))
D/Recomposition: [Recomposition #4] PriceTicker
D/Recomposition:   ├─ [param] price: Price unchanged
D/Recomposition:   ├─ [reason] parent restart scope re-invoked; strong-skipping equals matched

The second entry is the desirable shape: parent ticked, the equals() guard fired, body skipped.

Pattern: gate the runtime toggle on a build flag

kotlin
// WRONG
class MyApp : Application() {
    override fun onCreate() {
        super.onCreate()
        // ComposeStabilityAnalyzer.setEnabled(...) is never called.
        // Every annotated composable emits to logcat in every build, including release.
    }
}
// WRONG because: shipping with tracing enabled adds logcat I/O on every recomposition,
// which adds nontrivial overhead on hot composables (LazyColumn rows in particular)
// and pollutes user-installed-app logs on shared devices.

kotlin
// RIGHT
class MyApp : Application() {
    override fun onCreate() {
        super.onCreate()
        ComposeStabilityAnalyzer.setEnabled(BuildConfig.DEBUG)
    }
}

For a release-with-debug-symbols profiling APK, prefer a dedicated flag over BuildConfig.DEBUG:

kotlin
// RIGHT — explicit profiling flag, decoupled from debug
ComposeStabilityAnalyzer.setEnabled(BuildConfig.ENABLE_RECOMPOSITION_TRACE)

Pattern: do not ship @TraceRecomposition annotations in production releases

kotlin
// WRONG
// Production release with @TraceRecomposition still annotated on hot composables and
// ComposeStabilityAnalyzer.setEnabled(true) hard-coded in Application.
// WRONG because: logcat I/O on every recomposition adds nontrivial overhead on hot
// composables. The instrumentation also captures parameter values into log strings,
// which can leak PII if a composable receives a user model.

kotlin
// RIGHT — annotation present, runtime gate keeps it dormant in release
@TraceRecomposition(traceStates = true)
@Composable
fun PriceTicker(price: Price) { Text(price.formatted) }

// Application:
ComposeStabilityAnalyzer.setEnabled(BuildConfig.DEBUG) // dormant in release

Pattern: dial back traceStates once the cause is known

kotlin
// First investigation — verbose
@TraceRecomposition(traceStates = true)
@Composable
fun Feed(state: FeedState) { /* ... */ }

kotlin
// Cause identified, fix shipped, keep the annotation as a tripwire — quieter
@TraceRecomposition(traceStates = false)
@Composable
fun Feed(state: FeedState) { /* ... */ }

traceStates = true logs every mutableStateOf read transition inside the body. That is gold for first triage and noise once the cause is known. Toggling to false keeps the per-recomposition counter (still useful as a tripwire) without the per-state diff.

Pattern: pair runtime tracing with the CI stability gate

@TraceRecomposition finds the regression a developer is chasing right now. It does nothing about the regression a teammate ships next week. Pair it with stabilityCheck:

text
# RIGHT — both layers in place
- @TraceRecomposition annotates suspect composables; runtime toggle gated on BuildConfig.DEBUG.
- ./gradlew :app:stabilityCheck runs in CI per ../../stability/enforcing-stability-in-ci/SKILL.md.
- The .stability baseline updates only after a deliberate review.

text
# WRONG — diagnosis without prevention
- @TraceRecomposition is the only mechanism in place.
- Next PR introduces an unstable type; nothing in CI catches it; the perf regression
  ships and is found again at runtime weeks later.

Mandatory rules

• MUST gate ComposeStabilityAnalyzer.setEnabled(...) on a build config field (BuildConfig.DEBUG or a dedicated BuildConfig.ENABLE_RECOMPOSITION_TRACE) or a feature flag. Never hard-code setEnabled(true).
• MUST combine runtime tracing with the stabilityCheck CI gate from ../../stability/enforcing-stability-in-ci/SKILL.md. Runtime tracing is for diagnosis; CI gating prevents the next regression. One without the other is half a workflow.
• MUST NOT ship a production release with @TraceRecomposition instrumentation enabled. The annotation may remain on composables, but ComposeStabilityAnalyzer.setEnabled(...) MUST resolve to false in the production build.
• MUST NOT treat the [Recomposition #N] count as a hard SLO without a context (which scenario? which device? release or debug?). Track the count delta across a fixed scenario instead — "post-fix the price-ticker scenario emits 1 entry vs pre-fix 30".
• MUST name both the composable and the changing parameter when reporting a finding ("PriceTicker recomposes per parent tick because price is reported as Changed, but the Price data class is @Immutable and equals() should match"). "It recomposes a lot" is not a finding.
• PREFERRED: start with traceStates = true for first investigation (richer logs); set to false once the cause is known so the trace becomes a quieter tripwire.
• PREFERRED: install the IntelliJ / Android Studio plugin to get the gutter heatmap (illustrative bands: green <10, yellow 10–50, red 50+ — confirm against the plugin's current settings) — it surfaces which composable is the offender without grepping logcat.
• PREFERRED: keep @TraceRecomposition annotations on a small, deliberate set of composables (the screen's hot composables, the LazyColumn row composable). Annotating every composable defeats the signal-to-noise ratio of the heatmap.

Verification

• ] com.github.skydoves.compose.stability.analyzer plugin applied to the module that owns the composables to instrument.
• ] composeStabilityAnalyzer { enabled.set(true) } configured.
• ] Application.onCreate() calls ComposeStabilityAnalyzer.setEnabled(BuildConfig.DEBUG) (or another build-flag gate). The call is not hard-coded true.
• ] At least one composable annotated with @TraceRecomposition(traceStates = true).
• ] adb logcat -s Recomposition:D prints [Recomposition #N] <ComposableName> lines while reproducing the scenario.
• ] Each emitted line names a parameter or state and reports changed (oldValue → newValue) or unchanged.
• ] In a release build (or with the gate flipped off), adb logcat -s Recomposition:D prints nothing — the instrumentation is dormant.
• ] CI stability gate (./gradlew :app:stabilityCheck) is configured per ../../stability/enforcing-stability-in-ci/SKILL.md so the next regression is caught before it ships.

References

• skydoves/compose-stability-analyzer (Gradle plugin + runtime + IDE plugin) — https://github.com/skydoves/compose-stability-analyzer
• skydoves, "Optimize App Performance by Mastering Stability in Jetpack Compose" — https://medium.com/proandroiddev/optimize-app-performance-by-mastering-stability-in-jetpack-compose-69f40a8c785d
• skydoves, "6 Jetpack Compose Guidelines to Optimize App Performance" — https://medium.com/proandroiddev/6-jetpack-compose-guidelines-to-optimize-your-app-performance-be18533721f9
• Ben Trengrove, "Jetpack Compose: Debugging recomposition" — https://medium.com/androiddevelopers/jetpack-compose-debugging-recomposition-bfcf4a6f8d37
• Ben Trengrove, "Why you should always test Compose performance in release" — https://medium.com/androiddevelopers/why-should-you-always-test-compose-performance-in-release-4168dd0f2c71
• Compose stability — diagnose — https://developer.android.com/develop/ui/compose/performance/stability/diagnose
• Compose performance overview — https://developer.android.com/develop/ui/compose/performance

For the debug-time entry point with Layout Inspector and Argument Change Reasons, see ../../recomposition/debugging-recompositions/SKILL.md. For the CI gate that prevents the next stability regression, see ../../stability/enforcing-stability-in-ci/SKILL.md. For acting on the cause once the offending parameter is named, see ../../stability/diagnosing-compose-stability/SKILL.md, ../../stability/stabilizing-compose-types/SKILL.md, ../../recomposition/using-strong-skipping-correctly/SKILL.md, and ../../recomposition/deferring-state-reads/SKILL.md. For end-to-end user-perceived perf measurement (frame timing, cold startup), see ../generating-baseline-profiles/SKILL.md.