IMPORTANT - Path Resolution: This skill can be installed in different locations (plugin system, manual installation, global, or…
When the AI leads vs. when the user leads, and how to hand off control.
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…