Add a new environment variable and pydantic-settings config field to ARIA
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
Stage A Adaptive Gateの stage_b_ratio を前回Runのgate_statsに基づいてLLM判断で自動調整する
Setup and troubleshoot Hermes Feishu/Lark gateway integration
Scaffold a new metric in the PropertyIQ data layer (registry, fetcher, types). Use when adding a new data metric to the platform, connecting a new data source, or when the user asks to track a new indicator.
Build, configure, and deploy Lightdash analytics projects. Supports both dbt projects with embedded Lightdash metadata and pure Lightdash YAML projects without dbt. Create metrics, dimensions, charts, and dashboards using the Lightdash CLI.
Configure pattern detection settings including sensitivity, exclusions, and notification preferences
Surface relevant reminders, calendar context, and notes when Tesla navigation is set to a destination. Triggered by HA webhook when sensor.maha_tesla_destination changes.
Render append-only event logs alongside derived state projections with replay scrubber controls
Track Eureka replica UP/DOWN events and emit ServiceLeaderElected / ServiceReplicaAllDown Spring events for cluster-aware init
Set up observability for applications and infrastructure with metrics, logs, traces, and alerts.
Helps configure and extend the MARSLib swerve drivetrain subsystem. Use when modifying SwerveDrive, adding odometry sources, tuning PathPlanner, or configuring the PhoenixOdometryThread.
Helps manage logging and telemetry in MARSLib using AdvantageKit and AdvantageScope. Use when adding new log keys, debugging Sim/Real disparities, or enforcing replay-only algorithm constraints.
Add and correctly plumb a new streamer backend in Thingino.
Expert in OpenTelemetry (OTel), structured logging, and distributed tracing. Enforces "Observability Driven Development" (ODD).
Kickstart a new Rails project with opinionated defaults. Use when user wants to set up a new project.
Use when setting up drift detection, retraining triggers, or production model health dashboards
本地1688重量服务。直接调用服务器上运行的Flask服务，获取1688商品的准确重量和尺寸数据。触发条件：(1)product-storer需要准确物流数据 (2)执行TC-LW-001测试 (3)利润分析需要重量数据
First-time Tailscale mesh network configuration for bridgey. Updates daemon binding for tailnet access and runs initial peer scan.
Hướng dẫn tích hợp Python với MetaTrader 5 - kết nối terminal, lấy dữ liệu OHLC/ticks, gửi lệnh, quản lý vị thế. Dùng khi làm việc với MetaTrader5, MT5, giao dịch thuật toán, backtest, hoặc automation trading.
AMIビルド済みの状態からSSMパラメータ更新→Agent再デプロイ→アプリケーション設定を実行する
Network configuration for OpenCode - proxy settings, network troubleshooting, and connectivity options
Implement the next incomplete section from cfgd PLAN.md
Scaffold a new IoT device integration module with InfluxDB metrics
Query VictoriaMetrics instance for metrics, labels, and PromQL queries
Set up and use Prometheus, Grafana, Uptime Kuma, and Alertmanager for home lab observability.
Ntfy setup, alert routing, and notification pipelines
Guide a new user (including non-developers) through installing and running arran-dnd locally on Windows
Instrument a webapp to send useful telemetry data to Azure App Insights
Add a new expert to the Remotion experts page