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High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, o…
Safe ACI policy change deployment - ServiceNow CR lifecycle, pre/post-change fault baselines, APIC policy application, automatic rollback on fault delta, and GAIT audit trail
Grafana observability platform — dashboards, Prometheus PromQL, Loki LogQL, alerting, incidents, OnCall schedules, annotations, datasource queries, panel rendering (75+ tools)
Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implement…
Unity async and lifecycle strategy advisor. Use when users want to choose between Update, events, coroutine, UniTask, timers, IDisposable, or cancellation/lifecycle cleanup. Triggers: UniTask, corouti…
iOS/Swift development: SwiftUI, UIKit, Core Data, Xcode builds, simulator management, code signing, and App Store submission.
Implement, review, or improve localization and internationalization in iOS/macOS apps — String Catalogs (.xcstrings), LocalizedStringKey, LocalizedStringResource, pluralization, FormatStyle for number…
Local Duplex Voice Gateway 是一个面向 AI PC 的本地语音 Agent Skill。 当用户需要构建可打断、低延迟、支持全双工/半双工过渡的语音助手时使用。 它把本地 ASR/VAD/EOU/TTS 工具组织成 Agent 可调用的语音网关：识别用户是否说完、 判断是否需要打断正在播放的 TTS、生成稳定的 turn-taking 事件，并把完整语音意图交给 35B …
Catalyst Center troubleshooting workflows - device unreachable investigation, client connectivity issues, interface down analysis, site-wide outage triage, wireless roaming problems, integration with …
Fleet-wide parallel device operations - concurrent health checks, config audits, routing snapshots, severity-sorted reporting, and failure-isolated multi-device automation
Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...
Build Firefox CI worker images by triggering GitHub Actions workflows in mozilla-platform-ops/worker-images. Supports FXCI Azure workflows for Windows image builds (trusted and untrusted). Use when: -…
Step-by-step guidance for mobile release.
Implement and extend routing using the zenrouter Coordinator pattern. Use this skill when the user asks to add a route, feature module, layout, redirect rule, redirect guard, nested coordinator, or na…
Context-less navigation, named routes, and middleware using GetX. Use when implementing navigation or route middleware with GetX in Flutter.
Assess and migrate cross-cloud workloads to Azure. Generates assessment reports and converts code from AWS, GCP, or other providers to Azure services. WHEN: "migrate Lambda to Azure Functions", "migra…
F5 BIG-IP health monitoring - virtual server status, pool member health, log analysis, performance statistics, and systematic health assessment
Deploy ML models on Kubernetes with KServe (formerly KFServing) and NVIDIA Triton Inference Server. Includes canary deployments, autoscaling, model versioning, A/B testing, and GPU resource management…
Build background agents in sandboxed environments. Use for hosted coding agents, sandboxed VMs, Modal sandboxes, and remote coding environments.
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large entity…
This skill should be used when creating, modifying, or accessing environment variables in this Expo/React Native codebase. It enforces type-safe, validated environment configuration using Zod schemas.…
Build and deploy Android app to connected device via USB. Fast deployment (~2-5 seconds) using Gradle and ADB. Use when deploying, installing, or building Android apps to physical devices.
Generate comprehensive test cases including edge cases, stress tests, and counter-examples for algorithm correctness verification. Supports random generation, constraint-based generation, and brute fo…