Skill rating

Install and wire a coding-focused OpenClaw sub-agent for background code execution, test-driven edits, bug fixing, small project scaffolding, and small-to-medium data-analysis tasks.

基于 SearXNG 的多引擎聚合搜索工具，支持分类路由与智能查询，聚合多个搜索引擎结果，适合个人日常信息检索。Use when 需要SEO优化、关键词分析、排名提升、搜索流量优化时使用。不适用于黑帽SEO手段。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。

MoviePilot 媒体库自动化：搜索影视/动漫/纪录片、订阅追更、管理下载、整理入库、PT站点维护、插件管理。

Installs, upgrades, and uses Dokku to create apps, deploy, run one-off/background tasks, and clean up containers. Use when the user asks to install or upgrade Dokku, deploy to Dokku, install an app, r

Generate optimized Dockerfiles for any project

Generate docker-compose.yml by scanning your project. Use when containerizing an existing app.

Read, search, and scan ProtonMail via IMAP bridge (Proton Bridge or hydroxide). Includes daily digest for important emails.

Search the web using a self-hosted SearXNG instance. Privacy-respecting metasearch that aggregates results from multiple engines.

Play Command & Conquer Red Alert RTS — build bases, train armies, and defeat AI opponents using 48 MCP tools.

Initialize and configure Traefik reverse proxy with Docker. Install Traefik, configure Docker Compose, set up service routing via path prefix or host-based routing, enable features like dashboard metr

Track every token and dollar your OpenClaw agent spends, set budget walls that actually refuse calls, and replay runs on free local models. Local-first: all data stays on this machine. Use when the us

Docker 容器管理。查看、启动、停止、删除容器，监控资源使用，查看日志。适合运维和开发。

Reviews AI/ML model supply chains for security risks including model provenance verification, training data lineage, fine-tuning pipeline integrity, inference dependency review, and backdoor detection

Essential Docker commands and workflows for container management, image operations, and debugging.

Infrastructure layer for AI agent swarms — 88 MCP tools for mesh control, A2A protocol, OmniMesh VPN, CyberSync, web scraping, firewall management, browser automation, and more. ~80ms execution.

Query Veeam Backup & Replication and Veeam ONE via MCP server running in Docker. Provides intelligent backup monitoring, job analysis, capacity planning, and infrastructure health checks.

Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging, buckets, inference providers, community grant

Use when setting up or managing GitLab CLI (glab) authentication. Covers login, logout, status, docker helper, and related auth commands.

Self-governance protocol for autonomous agents: WAL (Write-Ahead Log), VBR (Verify Before Reporting), ADL (Anti-Divergence Limit), VFM (Value-For-Money), and IKL (Infrastructure Knowledge Logging). Us

OpenClaw auto-update checker and safe applier. Checks for new versions, compares changelogs, and applies updates with rollback safety. Designed to run as a cron job for hands-free maintenance. Use for

Manage Node-RED instances via Admin API or CLI. Automate flow deployment, install nodes, and troubleshoot issues. Use when user wants to "build automation", "connect devices", or "fix node-red".

Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Contain

Comprehensive security audit with 100 iterations (~30-60 min). Use when user says 'security audit', 'ralph security', 'weekly security check', 'audit this project', 'new project security review', or '

Comprehensive security auditing for Clawdbot deployments. Scans for exposed credentials, open ports, weak configs, and vulnerabilities. Auto-fix mode included.

Export Clawdbot skills as standalone, deployable microservices. Use when you want to dockerize a skill, deploy it to Railway or Fly.io, or create an independent API service. Generates Dockerfile, Fast

Run the Model Context Protocol (MCP) Atlassian server in Docker, enabling integration with Jira, Confluence, and other Atlassian products. Use when you need to query Jira issues, search Confluence, or

Write-Ahead Log protocol for agent state persistence. Prevents losing corrections, decisions, and context during conversation compaction. Use when: (1) receiving a user correction — log it before resp

Use the Fly.io flyctl CLI for deploying and operating apps on Fly.io. Default to read-only diagnostics (status/logs/config/releases). Only perform state-changing operations (deploys, SSH exec, secrets

Web search across 7 engines in parallel with browser impersonation. Use when the agent needs current information from the web — news, documentation, recent events, or anything beyond training data. Re

Manage Komodo infrastructure - servers, Docker deployments, stacks, builds, and procedures. Use when user asks about server status, container management, deployments, builds, or any Komodo-related inf

Use when the user asks about OpenClaw — installation, configuration, agents, channels, memory, tools, hooks, skills, deployment, Docker, multi-agent, OAuth, gateway, CLI, browser, exec, PDF, voice, se

Create Ubuntu 24.04 LXC containers or full VMs on Proxmox VE. Docker-ready with Compose v2. Handles nesting for Docker-in-LXC, auto-picks next available CTID, and includes post-boot Docker setup.

Deploy, secure, and troubleshoot Beszel monitoring with Docker agents, alert tuning, and upgrade-safe operations for self-hosted servers

Deploy a sovereign LYGO Protocol Stack community node via Docker or docker compose. Builds lygo-node image, starts health API on port 8787, optional Phase 4 worker profile. No secrets; human approval

Control real Android and iOS devices, run apps, take screenshots, and execute on-device inference via Ghost in the Droid MCP server (62 tools).

Learn Docker hands-on with tutorials on containers and orchestration. Use when studying Docker, practicing networking, exploring swarm mode.

Expert guidance for Koyeb, the serverless cloud platform for deploying full-stack applications, APIs, and workers globally with automatic scaling, built-in CI/CD, and edge networking. Helps developers

Manage Docker stacks via Portainer API. v2.41 compatible: preserves env vars during redeploy. Claw stack uses one-shot redeployer; other stacks via PUT update.

Monitor VPS and server health metrics including real-time CPU usage, RAM utilization, disk usage, and Docker container status. Useful for DevOps monitoring, troubleshooting performance issues, and inf

Give your OpenClaw agent a homelab. Use when managing Docker containers, installing marketplace apps, or any Docker-related tasks on behalf of the user. Scope-based API key permissions — agent can onl

Diagnose and troubleshoot Alibaba Cloud NAS mount failures. Use when users encounter NAS mount errors on Linux or Windows, including NFS and SMB protocol mount failures, network connectivity issues, p

Docker 镜像拉取工具，自动切换镜像源。当官方 registry (docker.io) 拉取超时或失败时，自动尝试备用镜像（docker.1ms.run、docker.m.daocloud.io）。适用于网络受限的 Linux 环境。需要 sg (sgdocker group) 和 docker 已安装。触发场景：(1) 用户请求拉取 Docker 镜像，(2) docker pull 失败

Collaborative workflow for converting a complete business project into a reusable base skeleton. Use when the user asks to remove business features, pages, or modules; keep base framework capabilities

Builds, debugs, hardens, and ships Docker containers, images, and Compose stacks. Use when writing or reviewing a Dockerfile, a compose file, or a CI build step; when a container exits instantly, rest

Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.

AI debugging assistant that never repeats a mistake. Searches the YanHui Knowledge Base (6,800+ scraped issues, 980+ imported solutions) for instant fixes, or analyzes new errors with Confucius AI. Co

Optimize macOS for AI workloads (OpenClaw, Docker, Ollama). Turn an 8GB Mac into a lean AI server node with near-16GB performance by disabling background services, reducing UI overhead, configuring Do

Verifies bootstrapped projects via build, test, and container health checks. Use when validating project setup completeness.

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.

Sets up Docker, CI/CD, and environment configuration with auto-detection. Use when adding DevOps infrastructure to a project.