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Zabbix monitoring system automation via API and Python. Use when: (1) Managing hosts, templates, items, triggers, or host groups, (2) Automating monitoring configuration, (3) Sending data via Zabbix t…
Immich self-hosted photo and video management — multi-container Docker stack administration, backup strategy, external library sync, machine learning face detection, job queue management, and troubles…
Storage patterns: in-memory defaults, @AppStorage for flags, SwiftData for persistence. Use when implementing app features related to storage.
Mobile UI patterns - React Native, iOS/Android, touch targets
WeChat Mini Program Sharing to Moments Development Guide. Use when developing the Moments sharing feature, configuring onShareTimeline, adapting to single-page mode, handling scene value 1154, and adj…
Material Design 3 and Android platform guidelines. Use when building Android apps with Jetpack Compose or XML layouts, implementing Material You, navigation, or accessibility. Triggers on tasks involv…
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
When the user wants to implement shipment tracking, product traceability, or supply chain visibility. Also use when the user mentions "tracking," "traceability," "visibility," "serialization," "lot tr…
Expert in cross-platform mobile development (React Native/Flutter), bridging native performance with shared business logic.
Custom paywall UI patterns for subscriptions and credit packs with Apple compliance. Use when building paywalls or purchase screens.
Control Android devices via ADB with support for UI layout analysis (uiautomator) and visual feedback (screencap). Use when you need to interact with Android apps, perform UI automation, take screensh…
Automate Gradle tasks for Android projects - build, test, coverage, clean. Use when building APKs, running unit tests, generating coverage reports, or checking dependencies.
Expert guidelines for Native WeChat Mini Program development focusing on performance, code size, and native compatibility. Use when developing WeChat Mini Programs in native JavaScript.
Format commit messages using the Conventional Commits specification. Use when creating commits, writing commit messages, or when the user mentions commits, git commits, or commit messages. Ensures com…
Test-driven development workflow with test generation, coverage analysis, and multi-framework support
Expert-level Home Assistant configuration management with efficient deployment workflows (git and rapid scp iteration), remote CLI access via SSH and hass-cli, automation verification protocols, log a…
Master Flutter app architecture patterns including MVVM, Clean Architecture, dependency injection, and design patterns for building scalable and maintainable applications. Use when designing app struc…
Jetpack Compose expert skill for Android UI development. Guides state management decisions (@Composable, remember, mutableStateOf, derivedStateOf, State hoisting), view composition and structure, Modi…
Optimize Unity game performance through profiling, draw call reduction, and resource management. Masters batching, LOD, occlusion culling, and mobile optimization. Use for performance bottlenecks, fra…
Core rules for Android feature development. Includes basic standards such as project architecture, MVI pattern, Base classes, Adapters, and network requests. This skill should be loaded when developin…
OWASP Top 10, security headers, CSP, XSS prevention, and vulnerability prevention.
GDPR and German DSGVO compliance automation. Scans codebases for privacy risks, generates DPIA documentation, tracks data subject rights requests. Use for GDPR compliance assessments, privacy audits, …
Systematically improve code through structured analysis-mutation-evaluation loops. Adapted from ALMA (Automated meta-Learning of Memory designs for Agentic systems). Use when iterating on code quality…