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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Right-size, ground, and gate SDLC decisions with SNC-sized depth, said-vs-assumed write-back, an evidence ledger, honest option cards, recorded approval, and self-review. Use when running brainstorm-feature, plan-feature, design-solution, or system-design-session.
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Trustworthy decisions are sized to the work, grounded in evidence, and approved on the record.
| SNC tier | Depth | Artifact |
|---|---|---|
tier=low (0-2) | Quick | Contract in chat, no file; approval in the Handoff Payload |
tier=medium (3-4) | Standard | Core brief file |
tier=high (5-6) | Deep | Full brief; decompose multi-subsystem ideas first; optional specialist-architecture-guard review |
common-task-complexity-routing; label as inference until scouted.tier=medium regardless of arithmetic SNC total; non-zero novelty or spread (S≥1 or N≥1 with C=2) escalates to tier=high.dev-fix; never compare fixes for an undiagnosed bug.confirmed(<path>), assumed, or unknown.docs/brd|prd|srs before calling an option feasible.references/evidence-ledger.md.operator_profile=business, every question is answerable by "go with your suggestion".references/option-card.md).approval: pending | approved(<who>, <YYYY-MM-DD>) | assumed-autonomous.assumed-autonomous and continue; tier=high still blocks pending explicit human sign-off.repository_status and activation_status separately; use not_required when activation is outside the contract.Stop when thinking: "too simple to need a brief", "they said implement, so skip intake", "list three options to look thorough", "approval to publish means deploy". Each is a rationalization, not a reason.
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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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