Skill rating

Project health and best practices enforcer. Checks security, quality, documentation, CI/CD, and dependencies. Produces a letter grade (A-F) with actionable fixes.

Build a more reliable OpenClaw agent with battle-tested architecture patterns. Covers WAL protocol, working buffer, memory anti-poisoning, layered memory compression, cron design, selective skill inte

Deploy Jarvis, your Chief of AI Staff, on OpenClaw. Optimized for Dell Pro Max GB10 (NVIDIA DGX Spark) edge devices. Use when setting up Jarvis, configuring an AI executive agent, deploying OpenClaw o

迅雷下载使用指南。Use for: (1) 下载加速原理理解（P2SP/会员加速/离线下载）与会员划算性判断, (2) 迅雷云盘与本地下载的取舍, (3) thunder:// 专链处理（详见 thunder skill 的编解码工具）。Xunlei download guide: acceleration mechanics, membership value assessment, and c

学术导向量化研究工具集。包含7大核心库（因子分析、组合优化、AI增强、因果验证、衍生品定价、回测引擎、情感分析）和5大投研工具（VeighNa交易框架、Qlib AI投研、WTP高性能框架、AkShare数据接口、JupyterHub研究环境）。适用于策略研发、因子挖掘、论文复现、资产配置、API服务化等投研任务。触发词：量化、quant、因子、组合优化、因子分析、回测、交易框架、数据接口、学术研

Production FastAPI patterns with Pydantic v2, async endpoints, OAuth2/JWT, dependency injection, testing, and Kubernetes deployment

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

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.

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

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

Define and manage cloud infrastructure with code. Use when writing Terraform, CloudFormation, or Pulumi configs, managing state, planning deployments, setting up networking/compute/storage resources,

Fail-safe policy gate for OpenClaw marketplace skills. Intercepts tool calls before execution and checks them against your Authensor policy. Low-risk actions run automatically. High-risk actions requi

Administer DGX Spark hosts safely through remote access.

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

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

Track, search, and learn from experiments. Automatic logging of trial-and-error, success/failure patterns, and distilled lessons. Prevents repeating mistakes.

OpenClaw 配置优化向导。采用“第 0 层测试观测（可选）+ 前 3 轮优化 + 第 4 轮接入扩展”流程：基础推荐层（含联网搜索与权限模式）、渠道增强层（Discord/Feishu/Telegram 分支优化）、Skills 推荐层（可执行可跳过）、新增渠道接入引导（可跳过）。用于帮助用户快速完成 OpenClaw 初始化或优化配置。用户说到“优化 openclaw”“配置向导”“ope

Run the Custom Mail console locally with Docker — compose, preview, attachments, send history, and pluggable provider / theme / layout / logo.

Analyze CI/CD pipelines (GitHub Actions, GitLab CI, CircleCI) and suggest optimizations — caching strategies, parallelization, step elimination, Docker layer optimization, matrix builds, and condition

Manage a Jellyfin/Plex + *Arr media server stack — check status, add content, monitor downloads, diagnose issues, restart services.

Audio/video transcription module using Docker Whisper ASR. Extract speech from audio or video files and convert to text. Use when: (1) Transcribing audio files (mp3, wav, m4a, etc.), (2) Transcribing

Watch and explain Mac disk usage. Use when the user asks about Mac storage/disk space ("what's eating my disk?", "disk full", "free up space"), wants a visual map of what's on the disk, or wants sched

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

Production-ready vLLM deployment on AMD ROCm GPUs. Combines environment auto-check, model parameter detection, Docker Compose deployment, health verification, and functional testing with comprehensive

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

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

Avoid common GitLab CI/CD mistakes — rules gotchas, silent failures, and YAML merge traps.

Manage environment promotions (dev → staging → prod) — compare configs between environments, detect drift, generate promotion plans, validate prerequisites, and execute safe promotions with rollback s

Convert any website, SaaS product, or API into a live, discoverable, agent-executable integration. Use when the user asks to "convert a website", "turn this SaaS into a plugin", "create an agent bundl

This skill should be used when the user wants to "create an agent project", "start a new ADK project", "build me a new agent", "add CI/CD to my project", "add deployment", "enhance my project", or "up

Design environment strategy for testing across dev, CI, preview, staging, and production — Docker Compose test infrastructure, multi-stage Dockerfiles, seed-data lifecycle, per-PR preview environments

Implement consumer-driven contract testing with Pact-JS (v16). Covers consumer test writing, broker-driven provider verification, Pact Broker setup, can-i-deploy as a deployment gate, webhook-triggere

Implement visual regression testing with Playwright screenshots, Chromatic, Percy, and Argos CI. Covers baseline management, diff threshold tuning, dynamic content masking, responsive viewport testing

Auto-discover and catalog all services in a codebase or organization — scan Dockerfiles, docker-compose, Kubernetes manifests, package.json, systemd units, Procfiles. Generate a living service invento

Optimize Docker Compose configurations for development and production — audit services, networking, volumes, health checks, and resource management.

One command to check if your entire stack is up to date. SSHes into servers, queries APIs, and compares installed versions against latest — across every service you run.

Deploy a local project directory or Git repository to Volcengine as a running, reachable cloud service. USE WHEN: deploy to Volcengine, deploy to 火山引擎/火山, deploy this repo/project, publish current cod

Scan OpenClaw skills for malware and security issues before installation. Use when the user wants to verify a skill is safe, audit a ClawHub skill, or check a local or GitHub skill.

Deep clean Windows C drive junk files to maximize free space. Analyzes disk usage, identifies safe-to-delete items, and cleans caches, temp files, logs, browser data, application caches, Windows Store

Comprehensive AI Agent capability library covering 20+ essential skills from file ops to cloud services, security, monitoring, and CI/CD.

Comprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing. Includes security assessment tools, threat modeling, crypto impl

Access your AI agent's web UI from anywhere and share it securely — automatic HTTPS, SSO access control, no VPN or port forwarding needed.

Manage NginxWebUI reverse proxy rules via its REST API. List/create/delete servers and locations, reload nginx, manage upstreams. All calls through docker exec into the nginxwebui container.

1Password UI tab for OpenClaw dashboard. Manage secrets, credential mappings, and auth state from the Control UI.

Build Holoscan SDK from source via the in-tree ./run script. Use only when published packages don't meet the user's needs.

使用 Mermaid 语法生成图表，并通过 mmdc CLI 渲染为 SVG/PNG/PDF 文件。当用户要求创建流程图、时序图、类图、状态图、ER 图、甘特图、饼图、思维导图、时间线、Git 图、架构图、看板、象限图，或任何 Mermaid 支持的图表类型时使用此技能。当用户提到 "mermaid"、"anymermaid"、".mmd"、"mmdc"，或希望将关系、流程、架构、数据流等可视化为

Set up, administer, build, design, and publish with Webstudio (self-hosted or Cloud). Covers install/self-hosting, the Builder UI, the programmatic build path (writing Webstudio-native build objects i

Use when the user wants to monitor a technical feature, bugfix, model/API update, changelog, release, package version, or PR and be notified only when a specific actionable condition is met.

地瓜 RDK X5 OpenExplorer 工具链（OE v1.2.8）PTQ 量化的**工具链层 Skill**（不含 YOLO 训练 / ROS2 部署，端到端用 RDK YOLO Toolkit）。当需要把任意 ONNX 转成 RDK X5 的 .bin / .hbm 时调用，覆盖：环境（Docker 镜像 / OE SDK / 离线包）、`hb_mapper checker` 算子预检、

Optimize CI/CD build caching across GitHub Actions, GitLab CI, CircleCI, and Jenkins — analyze cache hit rates, recommend cache keys, and reduce build times.