Skill rating

Host setup for TAO GPU backends. Checks and, after user approval, installs minimum-compatible NVIDIA driver, CUDA Toolkit, and NVIDIA Container Toolkit versions for Docker/local-Docker and Kubernetes

Assess a host and choose a Holoscan SDK 5.x installation method using release availability, CUDA 13 compatibility, and component needs.

Production Docker containerization, BuildKit, distroless, and Compose / Kontainerisasi Docker produksi, BuildKit, distroless, dan Compose.

GitHub Actions CI/CD workflows, reusable actions, and OIDC auth / Workflow CI/CD GitHub Actions, reusable actions, dan auth OIDC.

Expert guide for ephemeral WebAssembly (WASM) and isolated micro-runtime sandboxes to securely execute AI-generated code, validate database migrations in-memory, and perform sub-millisecond fuzzing /

Expert guide for API Gateways, Reverse Proxies, and Service Mesh. Covers Kong, Traefik, NGINX, Cloudflare Gateway, and load balancing / Panduan ahli untuk API Gateway, Reverse Proxy, dan Service Mesh.

Expert guide for production Docker containerization, multi-stage BuildKit builds, rootless execution, distroless runtimes, container security hardening, and Docker Compose v2 topology / Panduan ahli k

Expert guide for continuous integration, deployment pipelines, Docker, Kubernetes, and Infrastructure as Code (IaC) / Panduan ahli untuk CI/CD dan infrastruktur.

Expert guide for GitHub Actions CI/CD workflows, reusable workflows, composite actions, matrix builds, OIDC cloud auth, security hardening, and artifact automation / Panduan ahli GitHub Actions CI/CD

Expert guide for workflow automation (n8n, Zapier, Make), custom nodes, webhook triggers, and AI-powered automation chains / Panduan ahli otomasi workflow (n8n, Zapier, Make), custom nodes, webhook tr

Expert guide for deploying SaaS applications with multiple entry points on modern edge and serverless platforms like Vercel and Cloudflare / Panduan ahli untuk mendeploy aplikasi SaaS dengan multiple

Supply chain security, CycloneDX SBOM, Cosign signing, SLSA Level 3 / Keamanan rantai pasok software, SBOM CycloneDX, dan tanda tangan Cosign.

Run automated liquidity provision strategies on concentrated liquidity (CLMM) DEXs using Hummingbot API.

Give a trusted self-hosted workload configured WireGuard-backed SOCKS5 and HTTP exits through pr0xteus's bearer-protected private API. Request an operator-approved ISO country or logical pool, inspect

AI monitoring for construction sites and IT infrastructure: dashboards, alerts, incident playbooks, photo reports, SLA and capacity control.

Drive an open-source EDA workflow from spec to GDS using OpenClaw skills, workspace files, and CLI tools. Use when the user wants to turn a hardware spec into RTL, testbenches, synthesis results, Open

Set up, run, compare, and debug StockValuation.io, a local-first DCF valuation platform, including Docker startup, ticker valuations, LLM provider changes, prompt dumping, and troubleshooting.

Create 1Panel appstore/local-app installation packages for Dockerized applications from official repositories, Docker images, docker-compose.yml files, or a prepared app spec.

ERC-8004 identity, x402 payments, and arbitration protocol for autonomous agent commerce. The three rails for the machine economy.

Use to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). Not for the full warehouse deploy.

DeerFlow 2.0 一键安装与配置技能。基于真实部署经验（2026-03-29），涵盖从下载仓库到成功运行的全流程，包括踩坑规避方案。 Use when: (1) 需要在 OpenClaw 环境安装 DeerFlow 2.0, (2) 需要快速排查安装问题, (3) 需要了解 DeerFlow 的最佳实践。

跨平台系统监控工具，支持 Linux 和 Windows，监控硬盘、内存、CPU 使用情况，记录历史数据，支持变化对比和预警。**适合定时任务**。触发场景：(1) 定时系统健康检查（推荐每6小时），(2) 用户询问系统状态、资源使用情况，(3) 资源异常预警，(4) 查看历史监控数据对比。

Native local memory for OpenClaw agents: Capture, Cue, Project, Recall, and Consolidate conversations into a private Helix-backed brain.

Grafana tools for data visualization, monitoring, alerting, security, SRE investigation, and data collection pipeline management via Alloy. Use grafana_query, grafana_query_logs, grafana_query_traces,

Private Intelligence Radar for Agents. Solves high-cost & privacy-leak issues of Brave/Google APIs. Aggregates data locally with Zero-Leak absolute data sovereignty.

Fast manual CI for Docker Compose apps. Use "dcc deploy APP" to fetch the app's latest Git commit, build it, deploy it, restart containers, and verify status on a known Docker server.

指导 agent 规范操作 GBrain 本地知识库（经 MCP 接入 WorkBuddy）。涵盖 GBrain 概念与安装形态、分类规范（路径前缀→类型）、资料入库、链接/标签关联、schema pack 切换、健康度治理、100G 大库分批处理与 Obsidian 联动。当涉及"把资料存进 GBrain / 用 GBrain 检索 / 整理知识库 / gbrain MCP 调用"时加载。

Develop and verify psyb0t/vibecheck, a Go service for typed classification, scoring, and policy decisions backed by TypeSafe Jev. Use when working in the Vibecheck repository on its Servicepack lifecy

Native OpenCLAW automation scripts for post-Docker setup. Heartbeat reports, watchdog monitoring, and cost tracking for OpenCLAW running natively on Ubuntu.

Confirms Sentinel's PII redaction guardrail survives routing through a modality-aware LiteLLM router to two different self-hosted model types -- a text model (Ollama) and a vision model (SmolVLM-Instr

智能知识库文件处理与数据集自动生成系统。上传文件后自动评估知识价值，LLM智能分类归档，通过EasyDataset生成微调数据集。使用场景：(1) 用户上传文档需要判断是否值得生成知识数据集，(2) 批量处理DOCX/PDF/Excel/图片文件转为知识库，(3) 从本地知识库搜索答案结合对话回复，(4) 部署和初始化知识库环境，(5) 管理知识库分类体系和数据集。

Use when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron `embed`/`rerank` retrieval recipes.

Use this skill for anything involving Directus — the open-source headless CMS and backend-as-a-service. Triggers include setting up Directus (Docker, Cloud, self-hosted), using the Directus JavaScript

Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and first invocation. Triggers on: "build an age

Stage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclosure, NVIDIA_API_KEY check, deps install, TTS+ASR smoke test.

Stage 3 of Clinical ASR Flywheel. Score a NeMo manifest, produce the five-section KER leaderboard (by-ipa_source diagnostic). Not for ASR auth (/riva-asr).

Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.

WSL2 Local AI — run LLMs on Windows via WSL2 with NVIDIA GPU passthrough. WSL2 AI development with Ollama, CUDA, and Docker. WSL2 Ollama fleet routing for Windows developers. Build AI apps on WSL2 wit

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Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.

Control Docker containers and stacks via Portainer API. List containers, start/stop/restart, view logs, and redeploy stacks from git.

Operate and evaluate Unified AI System through fifteen governed MCP tools, including provider-free prompt enhancement, while preserving fake-provider, authorization, and evidence boundaries.

Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples.

Build original LangGraph agents for Warden Protocol and prepare them for publishing in Warden Studio. Use this skill when users want to: (1) Create new Warden agents (not community examples), (2) Buil

适用于在前进平台为**已部署工作负载**创建持续更新流水线（代码克隆 → 构建 → 镜像构建 → 镜像更新部署）。生成 Jenkinsfile 前必须完整阅读本 SKILL 内「流水线骨架」节模板，禁止凭记忆默写。

Expert guidance for LocalAI, the open-source drop-in replacement for OpenAI's API that runs locally. Helps developers self-host LLMs, image generators, audio transcription, and text-to-speech models w

Execute implementation phases based on an approved technical plan.

An interactive project scaffolding tool that generates complete, production-ready project structures for Node.js, Python, Go, and Rust with proper .gitignore, README, CI/CD configurations, and Dock...

Implement 10 advanced AI agent node types for any DSL/runtime system — plan compiler, code interpreter, critique loops, intelligent routing, multi-agent ensemble, persistent memory, external API tools