Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how to set up monitoring', 'Prometheus config', 'Grafana dashboard', 'health check endpoints', 'how to scrape Hybrid Cloud', 'what alerts to set', 'how to centralize logs', or 'audit logging'.
Deploy RAPID application AWS infrastructure using CDK, including stack deployment, database migrations, and post-deployment verification. Use when explicitly asked to deploy, when running CDK bootstrap for first-time setup, or when deploying after code or infrastructure changes. Only execute when user says "please deploy".
Modify CDK Step Functions workflows (ReviewProcessor and ChecklistProcessor) for the RAPID application, including workflow step changes, Map State concurrency, retry/timeout configuration, error handling, and parameter updates. Use when changing workflow step sequences, adjusting concurrency, modifying retry logic, or adding/removing workflow steps.
Integrate or troubleshoot Avalonia platform services such as storage provider, clipboard, launcher, drag/drop, screens, and top-level runtime helpers. Use for file pickers, external-open flows, clipboard or data-transfer bugs, multi-screen behavior, or platform service abstractions.
Design or troubleshoot Avalonia startup wiring, `AppBuilder` configuration, application lifetimes, platform bootstrap, XAML compiler setup, and AOT-friendly build configuration. Use for desktop or single-view startup, `App.axaml` / `App.xaml.cs` composition, platform entrypoints, trimming or NativeAOT readiness, or startup refactors.
Repo-local umbrella skill for building, reviewing, designing, porting, and migrating Avalonia applications with modern XAML/C# patterns on Avalonia 11.3.12. Use when working inside this repository and the request is broad Avalonia work; route quickly to the focused plugin skills for startup, bindings, styling, controls, layout, rendering, testing, design systems, or HTML/WinForms/WPF/WinUI/Avalonia 12 migration work.
Guide azd-based deployments, including where azure.yaml and azd hook scripts live, the current deployment flow, troubleshooting docs, and regional/model availability checks for Azure OpenAI
Single iteration of PR tending. Reads PR state, classifies new events, routes fixes, reports status. Called by /loop via /tend-pr setup — not invoked directly by users.
This skill should be used when the user asks to "create indicator", "performance analytics", "PA", "KPI", "dashboard widget", "breakdown", "threshold", "scorecard", or any ServiceNow Performance Analytics development.
VRChat World SDK 3 scene setup and optimization guide. Use this skill when configuring VRChat world scenes, placing SDK components, setting up layers, optimizing performance, or uploading worlds. Covers VRC_SceneDescriptor, spawn points, VRC_Pickup, VRC_Station, VRC_Mirror, VRC_ObjectSync, VRC_CameraDolly, layer/collision matrix, baked lighting, Quest/Android limits, and upload workflow. SDK 3.7.1 - 3.10.2 coverage. Triggers on: VRChat world, VRC SDK, scene setup, VRC_SceneDescriptor, spawn point, VRC_Pickup, VRC_Station, VRC_ObjectSync, layer setup, optimization, Quest support, light baking, upload, FPS improvement. Related: Use unity-vrc-udon-sharp for UdonSharp C# coding.
How to choose and configure data sources for MapLibre GL JS — rendering your own data without tiles, hosted tile services, serverless PMTiles, self-hosted tile servers, tile schemas, glyphs, and sprites.
CI/CD and operations practices including GitHub Actions, Kubernetes, and operational tooling. Use when working with deployment and infrastructure.
JACKAL — First Jump pyramider. FOX v1.6's exact five-layer entry gauntlet combined with RHINO's pyramiding mechanic. Enter at 30% on a qualifying First Jump, add 40% at +10% ROE and final 30% at +20% ROE — but only after re-validating 4h trend, SM alignment, and volume. Failed scouts cost $15 instead of FOX's $50. Full pyramids capture the same upside. DSL High Water Mode (mandatory).
Manages automated dynamic/trailing stop losses (DSL only) for leveraged perpetual positions on Hyperliquid. Default mode: High Water (pct_of_high_water) — the trailing floor is a percentage of the peak ROE, recalculated every tick, no ceiling. Also supports fixed ROE tiers for legacy positions. Monitors price via cron, ratchets profit floors through configurable tiers, syncs the stop loss to Hyperliquid via edit_position, and auto-closes positions on breach via mcporter. Supports LONG and SHORT, strategy-scoped state isolation, and automatic cleanup.
This skill should be used when the user asks to "create event", "event rule", "alert", "event correlation", "metric", "monitoring integration", "SNMP trap", or any ServiceNow Event Management development.
Generates DEPTRAC configurations for PHP projects. Creates deptrac.yaml with DDD layer rules, bounded context separation, and dependency constraints.
Generates Metrics Collector for PHP 8.4. Creates MetricsCollectorInterface, Counter/Gauge/Histogram wrappers, PrometheusMetricsCollector, MetricsMiddleware for RED metrics. Includes unit tests.
Amazon Bedrock patterns using AWS SDK for Java 2.x. Use when working with foundation models (listing, invoking), text generation, image generation, embeddings, streaming responses, or integrating generative AI with Spring Boot applications.
Implement AWS messaging patterns using AWS SDK for Java 2.x for SQS queues and SNS topics. Send/receive messages, manage FIFO queues, implement DLQ, publish messages, manage subscriptions, and build pub/sub patterns.
AWS Lambda patterns using AWS SDK for Java 2.x. Use when invoking Lambda functions, creating/updating functions, managing function configurations, working with Lambda layers, or integrating Lambda with Spring Boot applications.
AWS RDS (Relational Database Service) management using AWS SDK for Java 2.x. Use when creating, modifying, monitoring, or managing Amazon RDS database instances, snapshots, parameter groups, and configurations.
