Build ghost-in-the-machine sci-fi story spines.
Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep…
Trigger: risk assessment, refactor risk.
Use when implementing MVVM, clean architecture, dependency injection with Hilt, or structuring Android app layers.
Streamlines Android project design by implementing MVI, MVVM, or Simple Compose patterns tailored to project complexity.
Enforces Android Automotive OS (AAOS) best practices and architectural patterns for high-quality embedded vehicle applications.
Android background task specialist for WorkManager, Foreground Services, Doze mode, and battery optimization.
Use when diagnosing an Android app problem (crash, misbehavior, UI anomaly) — reproduces the symptom on a device, gathers an evidence…
Use to find stuck coroutines, leaked jobs, and suspended awaits with no resumer — the concurrency bugs that don't crash but cause hangs…
Analyzes Firebase Crashlytics stack traces to automate triage, identify root causes, and suggest code fixes for Android applications.
Use to flush out intermittent crashes and ANRs ("it crashes sometimes," "fails on slow devices," "happens after rotation a few times") by…
Implements production-grade Android data layers using Room Database, DataStore, and clean Repository architecture patterns.
Create production-quality Android app features.
Control and inspect a local Android emulator app through ADB, screenshots, Pillow-based image analysis, and optional desktop coordinate…
Android and Kotlin development patterns — Compose, architecture, coroutines,
Use to extract concrete numbers and slice-level evidence from a `.perfetto-trace` captured by `android-perfetto-capture`.
Use to capture Perfetto system traces from a connected Android device — the input for any timing, threading, jank, or "is this on the main…
Implement Room schemas and DataStore preferences with proper async patterns in Android.
Use INSTEAD of git bisect when investigating a regression between two refs (releases, branches, "it worked yesterday") — especially when…
Use BEFORE fixing any non-trivial bug. Write a test that fails because of the bug, watch it fail, then fix the bug until the test passes…
Guides the end-to-end workflow for decompiling, analyzing, modifying, and reconstructing Android APK packages.