Design and execute convergent, explanatory sequential, and exploratory sequential mixed methods research designs
Guides ML experiment logging, versioning, and reproducibility using tools like MLflow, Weights & Biases, and DVC for systematic model…
MLflow 3 GenAI agent evaluation. Use when writing mlflow.genai.evaluate() code, creating @scorer functions, using built-in scorers…
When to activate: MLflow, experiment tracking, model registry, autologging, MLflow serving, artifact storage, model signatures, ML lifecycle
Flutter/Dart Development Expert - Dart 3.5+, Flutter 3.24+ with modern patterns. Auto-Triggers: Flutter projects (.dart files…
Sequence a validated wedge into a defensible moat as four DATED gates (wedge → usage → lock-in → data advantage), forced through an…
Mobile accessibility compliance expert for VoiceOver, TalkBack, Dynamic Type, and WCAG mobile guidelines.
Mobile app debugging for iOS, Android, cross-platform frameworks.
Mobile app development guide — React Native, Flutter, Expo for cross-platform.
Generate premium app-native mobile screen images and coherent multi-screen flows for iOS, Android, or cross-platform products.
Mobile biometric authentication expert for Face ID, Touch ID, BiometricPrompt, Keychain/Keystore, and WebAuthn.
Harden how a mobile app stores data at rest so a lost, stolen, backed-up, or rooted/jailbroken device does not leak credentials, tokens…
Expert in debugging React Native and Expo mobile applications.
Mobile UX patterns, touch interactions, gesture design, mobile-first principles, app navigation, and mobile performance
Mobile offline-first architecture with local databases, CRDT conflict resolution, and background sync.
A multi-screen mobile onboarding flow rendered as three phone frames side by side — splash, value-prop, sign-in. Status bar, swipe dots, primary CTA. Use when the brief mentions "mobile…
Mobile push notification expert for FCM, APNs, deep linking, rich notifications, and notification channels.
Mobile reconnaissance — understand the app's tech stack, architecture, dependencies, and health for takeover.
Demonstrate Insufficient Cryptography (OWASP Mobile Top 10 M10) during an authorized mobile assessment — showing that an app's use of…
Serverless GPU compute platform for AI model deployment — web endpoints, GPU functions, model serving, and TypeScript client patterns
Automatically discover Modal platform skills when working with Modal.