Skill UI

Guides diagnosing Buttercup CRS Kubernetes issues across the crs namespace by triaging pod states, analyzing logs, checking resource pressure, monitoring Redis, and inspecting queues for cascading failures in services such as redis, build-bot, scheduler, and UI.

Guides authors through adapting test-driven development to agent skills documentation, covering when to create skills, required background, directory structure, and how to run pressure scenarios to ensure compliance before publishing.

Guided triage for Buttercup services in the crs Kubernetes namespace, covering pod restarts, Redis failures, resource pressure, and cascading symptoms with kubectl commands for logs, events, metrics, and Redis stream diagnostics.

Guides AI agents through analyzing working code, spotting overly complex structures, then refactoring for clarity while preserving exact behavior and project conventions, especially after reviews or high-pressure edits.

Build declarative reactive streams in Go with samber/ro, leveraging 150+ type-safe operators, cold/hot observables, subjects, rich plugins, automatic backpressure, and context-aware error propagation for real-time and asynchronous pipelines.

Autonomous PUA Loop keeps running without human interaction, combining Ralph Loop iteration with PUA quality pressure to repeatedly check, validate, fix, and verify a task until it meets build/test and bug-free completion criteria, offering cancellation and pause hooks when external input is required.