Analyze unfamiliar codebases systematically to produce subsystem catalog entries - emphasizes strict contract compliance and confidence…
Correlate Windows registry keys (USBSTOR, MountedDevices), Event Logs,
Parse Apache and Nginx access logs to detect SQL injection attempts,
Parses the Windows Amcache.hve registry hive with Eric Zimmerman''s
Analyzes Windows Security, System, and Sysmon event logs in Splunk to
Parse Windows LNK shortcut files to extract target paths, MAC timestamps,
Parse Windows Prefetch (.pf) files with the windowsprefetch Python
Analyze Windows Shellbag (BagMRU) registry artifacts with SBECmd and
Automate Anchor Browser tasks via Rube MCP (Composio).
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.
Suede Labs Android app factory: plan, build, test, and release a production-grade native Android app from a product idea through Google…
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…