ralph-init
Initialize a PRD (Product Requirements Document) for structured ralph-loop execution
dyaddebug-minified-error
Map a minified error stack trace from a production Dyad build back to original source locations using source maps.
whizard-auditing
Use when working with WizTelemetry Auditing extension for KubeSphere, including installation, configuration, and audit query API
whizard-events
Use when working with WizTelemetry Events extension for KubeSphere, including installation, configuration, and event query API
whizard-logging
Use when working with WizTelemetry Logging extension for KubeSphere, including installation, configuration, and log query API
whizard-telemetry
Use when installing or configuring the WizTelemetry Platform Service extension for KubeSphere, which provides the common APIServer backend services for all WizTelemetry observability extensions
prometheus
Prometheus monitoring expert for PromQL, alerting rules, Grafana dashboards, and observability
dashboard-create-screen
Create a new screen in the Multi-site Dashboard with automatic route registration
arize-phoenix
Open-source AI observability platform for tracing, evaluating, and improving LLM applications with OpenTelemetry integration
upgrade-otel
Upgrade OpenTelemetry instrumentations across the Sentry JavaScript SDK. Use when bumping OTel instrumentation packages to their latest versions.
adding-new-metadata
Guide on how to add and propagate new metadata fields in Apache Beam's WindowedValue, extending protos, windmill persistence, and runner interfaces to avoid metadata loss.
microservices-architect
Designs distributed system architectures, decomposes monoliths into bounded-context services, recommends communication patterns, and produces service boundary diagrams and resilience strategies. Use when designing distributed systems, decomposing monoliths, or implementing microservices patterns — including service boundaries, DDD, saga patterns, event sourcing, CQRS, service mesh, or distributed tracing.
golang-pro
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling. Use when building Go applications requiring concurrent programming, microservices architecture, or high-performance systems. Invoke for goroutines, channels, Go generics, gRPC integration, CLI tools, benchmarks, or table-driven testing.
code-navigation
LMDeploy codebase directory map for fast orientation.
new-provider
Add a new LLM provider to hermesllm. Use when integrating a new AI provider.
add-dataset
Guide for adding a new dataset loader to AReaL. Use when user wants to add a new dataset.
add-dataset
Guide for adding a new dataset loader to AReaL. Use when user wants to add a new dataset.
