vibecode-webgui

Apple Silicon optimization for VMs, ML inference, and compression. Covers Metal GPU acceleration, MLX model inference, CoreML conversion, M-series zstd compression, Apple Virtualization Framework, and performance tuning.

Query Datadog APM traces, logs, metrics, SLOs, security signals, and service catalog. Create monitors, dashboards, and synthetic tests. Manage incidents and workflows. Use when investigating performance issues, searching logs, checking SLOs, analyzing costs, or automating Datadog operations.

Helm and Kubernetes deployment operations for ACR/AKS production, KIND local development, and resource management. Use for deploying charts, managing pods/services, configuring ingress, and troubleshooting K8s workloads.

Find and test free OpenRouter models. Lists available free models, tests their availability, and selects the best working model for code generation tasks. Use this before spawning agents to select cost-effective models.

Run Datadog Code Security scans — SAST, SAIST (AI-native SAST), SCA, secrets, IaC scanning, plus supply-chain protection (GuardDog, Supply-Chain Firewall) and IDE runtime defense (IDE Shepherd). Integrates via Code Security MCP Server for real-time scanning in Claude Code, Cursor, and VS Code. Use when asked to scan code for vulnerabilities, run a security audit, find bugs via static analysis, check dependencies for known CVEs, or protect against supply-chain attacks.

Editorial quality gate for i18n translations. Validates translation completeness, placeholder parity, terminology consistency, and wiring coverage across all locale files. Run before any PR that touches UI to prevent translation drift. Use when: adding new UI strings, modifying pages/components, or before releases.

VibeCode project conventions, patterns, and critical warnings. Preload into any agent working on this codebase.

VibeCode test conventions, Jest configuration, mock patterns, and known issues. Preload into test-fixer and quality-sweep agents.

Build and manage native macOS VMs using Apple Virtualization Framework. Create Alpine Linux ARM64 rootfs images, download kernels, launch VMs with Valkey/PostgreSQL/OpenVSCode services, and manage VM lifecycle. Use when building VM images, testing containers natively, or running isolated Linux development environments on Apple Silicon.