Upgrade an Android project to Android Gradle Plugin (AGP) 9. Use when migrating to AGP 9, updating Gradle build files, migrating to built-in Kotlin, or adopting the new AGP DSL.
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Quarantines an intermittently failing test behind a ticket with an owner and expiry, assigns a root-cause bucket from isolated reruns, and defines when the test leaves quarantine. Use when a test is a QUARANTINE_CANDIDATE or fails without a code change; not for deterministic failures.
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Only a QUARANTINE_CANDIDATE verdict enters triage: the test fails intermittently across isolated reruns with no code change between runs. A deterministic failure is REAL_BUG_DO_NOT_HEAL and goes to dev-fix, never here.
test.skip.flake_quarantine[] as {test, ticket, expiry, bucket} so test-loop carries it in its handoff.ORDER_DEPENDENCE · SHARED_STATE · TIMING · ENVIRONMENT · DATA · PRODUCT_NONDETERMINISM. Assign exactly one from the evidence in Root-Cause Buckets; UNKNOWN is allowed only with the reruns that were tried.
Run the test alone 10 times sequentially in the foreground. Record pass count, the failing run's artifact, and whether the failure reproduces with a fresh environment. Fewer than 10 isolated runs is not evidence; a pass on plain CI rerun is not evidence.
A test leaves quarantine only when the root cause is fixed and it passes 10 consecutive isolated green runs after the fix. Retries, longer timeouts, or a wider matcher are not fixes; they hide the bucket.
Each flaky test counts against suite_reliability_pct in quality-engineering-automation-health until its root cause is fixed; quarantine removes its reds from the merge gate, not from the report. State the quarantine count and the oldest expiry next to release_confidence.
"just add retries: 3" · "skip it for now, we'll come back" · "it passes locally" · "extend the expiry again" — each hides a bucket instead of naming it. Stop, run the 10 isolated reruns, assign the bucket.
retries: N is not a fix; it raises the pass rate and leaves the bucket unnamed.还没有评价。欢迎分享你的使用感受。
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Upgrade an Android project to Android Gradle Plugin (AGP) 9. Use when migrating to AGP 9, updating Gradle build files, migrating to built-in Kotlin, or adopting the new AGP DSL.
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Apply Clean Architecture layering, modularization, and Unidirectional Data Flow in Android projects. Use when setting up project structure, placing code in layers, configuring feature/core modules, or implementing UDF patterns; defer Compose state and ViewModel/StateFlow implementation to their specific skills.
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Implement WorkManager and background processing correctly on Android. Use when creating Worker classes, scheduling tasks, choosing between WorkManager and Foreground Services, or setting up Hilt in workers; defer FCM and notification delivery to android-notifications.
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Build high-performance declarative UI with Jetpack Compose. Use when writing Composable functions, optimizing recomposition, hoisting state, or working with LazyColumn and side effects; defer deep-link and navigation routing to android-navigation.
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Migrate an Android XML View to Jetpack Compose following a structured 10-step workflow. Use when converting XML layouts to Compose, setting up Compose in an existing View-based project, or incrementally adopting Compose.
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Write correct coroutine scopes, lifecycle collection, and dispatcher injection in Android production code. Use for suspend functions, coroutine scopes, and dispatcher mechanics; defer ViewModel StateFlow/LiveData architecture, Fragment lifecycle recipes, persistence/notifications, and unit-test recipes to their specific skills.
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