Skill rating

查看远程服务器 GPU 使用情况。SSH 连接服务器，展示每张卡的显存占用、运行进程、所属容器。当用户说查看 GPU、显卡占用、显存使用时使用

Docker / containerd socket mounted into a container → host RCE. Common in CI runners, GitOps controllers (ArgoCD, Flux), and 'Docker-in-Docker' setups. Single-command escape via `docker run --rm --pri

High-impact container-runtime CVE catalog — runC Leaky Vessels (CVE-2024-21626/-23651/-23652/-23653), CVE-2022-0185 (FUSE/legacy-fs), CVE-2019-5736 (runC binary replace), CRI-O Dirty COW analogs, Kube

LoRaWAN OTAA join-procedure analysis (DevEUI/AppEUI/AppKey extraction), frame-counter replay on ABP devices, downlink injection via rogue gateway, bit-flipping on unprotected FRMPayload, and network e

Harden container images by minimizing attack surface, stripping unnecessary packages, implementing multi-stage builds, configuring non-root users, and applying CIS Docker Benchmark recommendations to

Use when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8 quantization", "INT4 AWQ", "quantize LLM", "quantize MoE", "quant

Build MCP servers in Python with FastMCP. Define tools / resources / prompts, build the server, test locally, deploy to FastMCP Cloud or Docker. Use whenever the user mentions building an MCP server,

Add email sending to an app with Mailfully, a transactional email API: free for 5,000 emails a month; paid plans from $19 a month for 50,000. It can also move an app's existing transactional email to

Generates deep technical CookBooks, Handbooks, and Surveys from user materials (websites, PDFs, EPUBs, GitHub repos, arxiv papers, docs). Produces MDX chapters first, then ElegantBook LaTeX/PDF, Nextr

How to swap the VLM in the VSS Alerts Blueprint — covers RTVI-VLM microservice deployment methods, all three VLM consumers (rtvi-vlm, vlm-as-verifier, vss-agent), and health checks.

Run TAO Data Services KPI analysis for object detection, comparing inference annotations against ground truth to compute per-class TP/FP/FN/TN, precision, recall, accuracy, and AP at a fixed IoU. Use

Run TAO Data Services TMM nearest-neighbor mining from embedding parquet files. Use when a workflow needs to mine source samples closest to target samples.

The data-mover for TAO jobs — decides the storage tier (A pre-positioned mount with zero fetch / B volume-from-S3 / C ephemeral in-compute fetch), stages inputs (bulk + annotation-selective + archive

Run TAO Data Services TMM unique-neighbor matching mining from embedding parquet files for object detection workflows. Use when an object detection workflow needs to mine a bijectively-assigned set of

Run the full DEFT smart-data-augmentation loop for NVIDIA TAO Grounding DINO object detection: zero-shot baseline inference, KPI analysis, per-class gap analysis, SigLIP embedding of weak images, uniq

Create, refine, or fix NVIDIA voice agents (Cascaded or Omni) with Pipecat or LiveKit. Use when building, scaffolding, or iterating on a real-time voice-agent pipeline, including speech (ASR/TTS) cust

OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.

Write a developer onboarding document for a service, codebase, or team. Use when asked to write a developer guide, service README, onboarding doc for a new engineer, codebase orientation, or getting-s

Run and validate an end-to-end Mission Control showcase with a locally installed Isaac Sim launched in its GUI window, driven through the isaac-sim-remote Python server, with Nova Carter SIL. Use for

Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments running inside a container with up to 8 hr lifetimes.

工程问题的自动化迭代实验室。给定一个 idea 或工程问题，自动调研方案、设计实现、验证效果、迭代优化，结果存入 Notion。触发词："idea-storm"、"实验一下"、"帮我验证"、"迭代优化"、"idea 验证"。当用户提出一个工程问题并希望自动化地调研→设计→验证→迭代时使用此 skill。

Manage a Jellyfin/Plex + *Arr media server stack — check status, add content, monitor downloads, diagnose issues, restart services. Use this when the user asks about their media server, downloads, mov

8004 Agent Skill for registering AI agents on the ERC-8004 Trustless Agents standard and authenticating them via SIWA (Sign In With Agent). Use this skill when an agent needs to: (1) create or manage

Secure HTTP Proxy for AI Agents — Give your AI agent unrestricted internet access with pay-per-use pricing. 10 free requests to start, then only $0.001 per API call. Use when you need web scraping,

Recover from developer disasters. Use when someone force-pushed to main, leaked credentials in git, ran out of disk space, killed the wrong process, corrupted a database, broke a deploy, locked themse

Use when generating or updating a project README.md or CHANGELOG.md.

Batch-download missing subtitles for a media library of organized movie folders.

Configure and manage Foxcode AI models in OpenClaw. Guides users through API setup, endpoint selection, primary/fallback model configuration, and status monitoring. Optimized for beginners with psycho

面向个人开发者的Docker容器管理工具。支持镜像构建与拉取、容器

Install cuOpt for Python, C, or server via pip, conda, or Docker; verify the install. For building cuOpt from source, see cuopt-developer.

Expert Senior Django Architect specializing in high-performance, containerized, async-capable architectures. Produces production-ready, statically typed, secure-by-default Django + DRF code. Enforces

GPU monitoring with risk intelligence. Local + cloud fleet monitoring, health tracking, proactive alerts, and AI-powered fleet analytics.

Keycloak is an open-source identity and access management server that gives applications single sign-on with OAuth 2.0, OpenID Connect and SAML 2.0. Use when a user asks to set up or self-host Keycloa

Comprehensive code security audit covering OWASP Top 10, secrets detection, dependency vulnerabilities, and language-specific attack patterns. Built by Taylor, an autonomous AI agent who learned secur

Expert Senior Django Architect specializing in high-performance, containerized, async-capable architectures. Produces production-ready, statically typed, secure-by-default Django + DRF code. Enforces

Vector memory for Aister — search by meaning, not by grep!

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

Bridge Docker containers to host localhost services via socat. Solves the #1 networking issue in containerized AI agent deployments: containers can't reach services bound to 127.0.0.1.

Operate TradingBoat/TBOT (TBOT runtime stack) via a controlled automation interface (DB-first queries; lifecycle control on explicit request).

Enables the bot to manage Docker containers, images, and stacks.

Full-stack super agent for projects on Google Cloud Platform with GitHub and Cloudflare — covers scaffolding, compute, database, auth, deploy, CDN, and security

Advanced log analysis for Docker containers using signal extraction.

Deploy and maintain self-hosted services with security, backups, and long-term reliability.

Configure firewalls on servers and cloud providers with security best practices.

Production-ready RAG infrastructure that keeps your data local:

Avoid common Traefik mistakes — router priority, TLS configuration, Docker labels syntax, and middleware ordering.

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

Configure Caddy as a reverse proxy with automatic HTTPS and simple Caddyfile syntax.

Save, retrieve, and manage notes using Dnote CLI. Use when the user wants to capture information, search existing notes, reference saved knowledge, or organize notes into books. Supports adding notes,

End-to-end data engineering pipeline using MinIO, Airbyte, PostgreSQL, DBT, and Airflow with medallion architecture (Bronze/Silver/Gold layers)