Modifies the local startup chain including image build, container serve/bootstrap logic, and canonical smoke test behavior. Use when changing `vllm-sr serve` behavior, image selection or pull policy, container startup sequences, local Docker/Make bootstrap, or canonical smoke config.
Manages Python CLI command orchestration including startup, serve, bootstrap, status checks, and local Docker image management. Use when modifying CLI startup sequences, changing how local images are built or managed, updating serve behavior, or adjusting status command output.
Run Erigon Hive simulator tests locally or via GitHub Actions. Tests EL/CL protocol interoperability (engine API, RPC compat, EEST fixtures). Requires Docker and either `act` (for CI simulation) or direct hive invocation.
Run unit tests that require PostgreSQL. Use this skill when the user wants to run tests with PostgreSQL database backend. Automatically handles checking for and configuring a PostgreSQL Docker container.
Adds install command in install script, Docker build stage in Dockerfile, and CI jobs for docker build, install script, and embodied e2e test when introducing a new model or environment in RLinf. Use when adding a new embodied model (e.g. dexbotic), new env (e.g. maniskill_libero), or new model+env combination that should be installable, dockerized, and tested in CI.
Comprehensive guide for setting up and running local LLMs using Harbor. Use when user wants to run LLMs locally, set up or troubleshoot Ollama, Open WebUI, llama.cpp, vLLM, SearXNG, Open Terminal, or similar local AI services. Covers full setup from Docker prerequisites through running models, per-service configuration, VRAM optimization, GPU troubleshooting, web search integration, code execution, profiles, tunnels, and advanced features. Includes decision trees for autonomous agent workflows and step-by-step troubleshooting playbooks.
Update direct Go module dependencies one by one, validating each bump with tests and linter, committing individually, and producing a summary table for a PR description
Run and troubleshoot tests for DBHub, including unit tests, integration tests with Testcontainers, and database-specific tests. Use when asked to run tests, fix test failures, debug integration tests, troubleshoot Docker/database container issues, or add new tests. Also use when verifying code changes work correctly or when CI test failures need investigation.
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox. Use when: AUTOMATICALLY ACTIVATE when user asks about:. "manage openclaw" or "openclaw status" or "openclaw health". "update openclaw" or "upgrade openclaw" or "openclaw doctor"
Dispatch 构建调度模块架构指南，涵盖构建机调度策略、资源分配、队列管理、Docker/K8s 调度、Agent 选择。当用户开发调度功能、配置调度策略、处理资源分配或实现新调度类型时使用。
Dispatch 构建调度模块架构指南，涵盖构建机调度策略、资源分配、队列管理、Docker/K8s 调度、Agent 选择。当用户开发调度功能、配置调度策略、处理资源分配或实现新调度类型时使用。
Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR".
Microsoft Entra Agent ID (preview) for creating OAuth2-capable AI agent identities via Microsoft Graph beta API. Covers Agent Identity Blueprints, BlueprintPrincipals, Agent Identities, required permissions, sponsors, and Workload Identity Federation. Includes Microsoft Entra SDK for AgentID (containerized sidecar) for polyglot agent authentication (Docker/Kubernetes), 3P agent integration, autonomous and interactive agent patterns. Triggers: "agent identity", "agent id", "Agent Identity Blueprint", "BlueprintPrincipal", "entra agent", "agent identity provisioning", "Graph agent identity", "entra sidecar", "agent id sidecar", "auth sidecar", "3P agent", "third-party agent identity", "polyglot agent auth".
Compile PHP.wasm main modules and side modules (dynamic extensions) for Node.js and web platforms. Use when recompiling PHP, adding Emscripten flags, modifying Dockerfiles, building extensions as SIDE_MODULE, upgrading Emscripten, or troubleshooting compilation failures.
Execute use when you need to work with Docker Compose. This skill provides Docker Compose file generation with comprehensive guidance and automation. Trigger with phrases like "generate docker-compose", "create compose file", or "configure multi-container app".
Deploy Firecrawl integrations to Vercel, Cloud Run, and Docker platforms. Use when deploying Firecrawl-powered applications to production, configuring platform-specific secrets, or setting up self-hosted Firecrawl. Trigger with phrases like "deploy firecrawl", "firecrawl Vercel", "firecrawl production deploy", "firecrawl Cloud Run", "firecrawl Docker".
Deploy Groq integrations to Vercel, Cloud Run, and containerized platforms. Use when deploying Groq-powered applications to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy groq", "groq Vercel", "groq production deploy", "groq Cloud Run", "groq Docker".
Configure Supabase local development with the CLI, Docker, and migration workflow. Use when initializing a Supabase project locally, starting the local stack, writing migrations, seeding data, or iterating on schema changes. Trigger with phrases like "supabase local dev", "supabase start", "supabase init", "supabase db reset", "supabase local setup".
