Skill rating

Use this skill when setting up, initializing, or Dockerizing a project, even if the user doesn't explicitly mention Docker but describes a need for containerized local development, adding a database o

Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring spec

Execute runnable docs snippets and examples inside a disposable Docker Compose sandbox (runner container + local Supabase stack via `supabase start`). Use after Draft or during Self-review when asked

Detect which gbrain engine is in use (PGLite vs Postgres), prefer Postgres for agent-harness installs, install/provision Postgres (Supabase discovery via SUPABASE_ACCESS_TOKEN, local Postgres, opt-in

Generate umbrella release notes for the whole OpenSandbox repository (docs/releases/X.Y.Z.md) by analyzing all merged PRs since the previous release baseline. Triggered when users ask to write or gene

Guide customers through Cosmos3 NIM deployment, endpoint verification, API example selection, hardware compatibility, and troubleshooting. Use for operating or calling the NIM from the public cookbook

Provides context about the Roo Code evals system structure in this monorepo. Use when tasks mention "evals", "evaluation", "eval runs", "eval exercises", or working with the evals infrastructure. Help

Cosmos-Embed1 video-text embedding for text-to-video retrieval, video-to-video search, semantic deduplication, and fine-tuning. Use when the user asks to "fine-tune Cosmos-Embed1", "run cosmos-embed i

Full PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate synthetic anomaly images (SDG), evaluate quality (nn_score), and search per-sample (guidance, crop_ratio) parameters. Thre

Set up the public CodonFM v1 repository and download public Encodon checkpoints. Use for requests to build or launch the CodonFM development container, configure local data/checkpoint mounts, verify G

Remote SLURM GPU cluster execution over SSH with sbatch/srun, Pyxis/Enroot containers, and Lustre-backed results. Use when running TAO training/eval/inference jobs on an on-prem or DGX SLURM cluster.

Deep dive on Harbor trial results for tasks that use SWE-Bench-style F2P (FAIL_TO_PASS) and P2P (PASS_TO_PASS) reference tests. Diagnoses why an agent failed and audits whether a failing task is genui

Add, remove, list, or swap GitHub Actions self-hosted runners on a CI host that uses the env-var-driven `gh-runner` docker image (raw `docker run`, no compose). Triggers, "add gh runner", "remove gh r

Configure development tasks, git hooks, CI/CD, or release automation. Use when creating or fixing a repository development workflow.

Docker containers, images, Compose stacks, networking, volumes, debugging,。Use when 需要代码生成、编程辅助、调试测试、开发部署时使用。不适用于无明确技术栈的模糊需求。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。

给 AI Agent 一键装上全网采集能力。基于 Agent Reach，支持 Twitter/X、Reddit、YouTube、B站、小红书、抖音、GitHub、LinkedIn、Boss直聘、RSS、全网搜索等平台。一条命令安装，零 API 费用。

Use this skill for MolMIM, NVIDIA's BioNeMo NIM microservice for small-molecule latent-space generation and optimization. Invoke for MolMIM, molecular embeddings, hidden states, latent decoding, sampl

Pre-installation agentic sandboxing protocol. 5-layer defense: semantic neutralization, hard quarantine, kernel ground-truth, trusted output rendering, and sterile autopsy.

Deploy a self-hosted Mobazha store on any Linux VPS using Docker. Use when the user wants to set up a standalone store on a server.

API脚手架生成器专业版是面向研发团队的全功能API脚手架平台。在免费版的REST/GraphQL生成、认证模板、测试套件、Mock服务器基础上，解锁数据库ORM与迁移、多框架支持、DDD分层架构、微服务模板、OpenAPI反向生成、多资源关联、自定义模板引擎、Docker与CI/CD配置、WebSocket端点九大高级能力，覆盖从脚手架到部署的完整项目起步流程

HTTP+JSON control plane over Interactive Brokers (ib_async + a local IB Gateway container) that the user already runs. Talk to a real brokerage with curl + JSON — market data (OHLC bars, snapshot/hist

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

Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creati

Centralized alerting and notification system for OpenClaw. Multi-channel alerts, intelligent rules, escalation, and audit.

Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container where the workspace is mounted via virtiofs. Nat

Set up and use Bitwarden CLI (bw). Use when installing the CLI, unlocking vault, or reading/generating secrets via bw. Handles session management with BW_SESSION.

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

Build search applications with OpenSearch from scratch. Use this skill when the user mentions search app, index setup, search architecture, semantic search, vector search, hybrid search, BM25, dense v

Scan your project for exposed credentials, API keys, and secrets before running OpenClaw skills. Prevents accidental exfiltration.

Configure the OpenTelemetry Collector with Sentry Exporter for multi-project routing and automatic project creation. Use when setting up OTel with Sentry, configuring collector pipelines for traces an

Author and maintain Eve manifest files (.eve/manifest.yaml) for services, environments, pipelines, workflows, and secret interpolation. Use when changing deployment shape or runtime configuration in a

Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creati

Coordinate the end-to-end CAD/source-asset to SimReady workflow. Use for broad requests such as CAD to SimReady, source asset to simulation-ready USD, or prop packaging that require conversion, materi

Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isolated development envi

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

Implement database backup strategies. Configure automated backups, retention, and recovery testing. Use when designing backup and recovery procedures.

Hunt Kubernetes & Docker

Home Assistant is an open-source home automation server that controls lights, sensors, thermostats and other smart devices locally, without a cloud account. Use when a user asks to install Home Assist

Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM inte

Xberg workspace layout: version source, members and excluded crates, packages/, tools/, ignore allowlists. Use when placing code or adding a crate.

The Docker execution platform for TAO jobs — a local daemon or a remote GPU box via DOCKER_HOST=ssh://user@host. Implements the four-verb consumer contract (submit/status/logs/cancel) over the docker

Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner. Handles algorithm selection (bayesian, hyperband, asha, bohb, llm, hybrid, autoresearch), Wa

Pick the GPU CI a miles PR actually needs and drive it to green — list the registered test files the diff can reach, run them one file at a time with `/rerun-test` comments (or a minimal set of `run-c

将 Markdown 技术文档自动转换成带配音旁白的专业视频。使用 edge-tts 生成自然人声、Remotion 渲染视觉场景、FFmpeg 合并音视频，输出 1920×1080 全高清视频。适用场景：项目文档视频化、教程制作、知识分享。

AI voice call agent — make outbound calls, generate browser call links, accept inbound calls, and retrieve full transcripts + summaries when calls end. Supports Chinese and English. Self-hosted with D

软件架构4+1视图自动生成器。当用户表达"生成架构视图"、"4+1视图"、"软件架构分析"、"4+1架构视图"、"软件架构文档"、"架构4+1"或类似表达时触发此技能。给定代码文件或工程目录，自动分析并生成 5 个视图（逻辑/过程/物理/开发/场景）+ README 文档，全部使用 Mermaid 图渲染。

Run ProteinMPNN inverse folding via NVIDIA NIM to design protein sequences for a target backbone. Sends user-provided PDB files and design parameters to NVIDIA's hosted API, authenticated with an envi

Baut einen "Companion" — eine lokal laufende Beobachtungs-Anwendung: kleiner Server auf 127.0.0.1, Doppelklick-Starter, installierbare PWA, optionale Browser-Erweiterung, Meldung beim Zustandswechsel,

Persistent semantic memory for AI agents. Store, search, recall, and forget memories across sessions using Qdrant + FastEmbed.

Create and manage Docker sandboxed VM environments for safe agent execution。Use。Use when 需要代码生成、编程辅助、调试测试、开发部署时使用。不适用于无明确技术栈的模糊需求。适用于独立开发者、企业团队和自动化工作流场景。