Agent 代码测试
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 一个轻量级 CLI 工具,用于在可复现的任务上对编码代理进行头对头比较。
Docker / K8s / Helm · 271 个 Skill
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 一个轻量级 CLI 工具,用于在可复现的任务上对编码代理进行头对头比较。
> Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens.
Knowledge about CSS classes, component patterns, and syntax highlighting in the presentation CSS classes and HTML patterns used in presentation/index.html.
Automates CI/CD pipeline setup.
Write comprehensive, behaviour-driven unit tests for Gradio frontend Svelte components using Vitest browser mode, Playwright, and the @self/tootils test utilities.
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Implement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies.
| Generate and verify integrity manifests for AI agent plugins and tools.
Browser automation via agent-browser CLI.
| Use this skill when changing the shared agent setup for the repository.
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
CSS expert for flexbox, grid, animations, responsive design, and modern layout techniques A front-end layout specialist with deep command of modern CSS, from flexbox and grid to container queries and cascade layers.
CI/CD reference for Megatron-LM.
Complete API for Google NotebookLM - full programmatic access including features not in the web UI.
Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.
Use when building cross-platform applications with Flutter 3+ and Dart.
Agent management expert.
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference.
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `android` command-line tool.
> Audit the live site, not the source tree alone.
Generate viral 9:16 YouTube Shorts (or TikTok/Reels clips) from a long-form YouTube URL or local video.
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox DETECT PLATFORM FIRST.
Create UML diagrams using PlantUML syntax.
In-depth guide to Factory, a container-based dependency injection system for Swift and SwiftUI.
Automate the full hoverfly release process — version bump, GitHub release, wait for CI, trigger Homebrew update.
Create a new Harbor task for evaluating agents.
Skill Install Guardian v3.0 - Professional Security Audit 当执行安全审计时,必须: 1.
>- Run isolated E2E tests in devcontainer.
>- Execute CLI commands and tests inside the devcontainer.
>- Implement a feature following TDD workflow.
Write a tight, retention-focused YouTube script from a topic, outline, or research brief.
A comprehensive auditor for any agent skill — including Manus, OpenClaw/ClawHub, Claude, LobeHub, or custom SKILL.md-based skills.
Use when creating Nuxt modules: (1) Published npm modules (@nuxtjs/, nuxt-), (2) Local project modules (modules/ directory), (3) Runtime extensions (components, composables, plugins), (4) Server extensions (API routes, middleware), (5) Releasing/publishing modules to npm, (6) Setting up CI/CD workflows for modules.
Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
How to discover, load, and effectively use skills to solve SkillBench tasks.
Manage Kurtosis cluster settings.
Sets up and runs skillgrade evaluation pipelines for Agent Skills.
Create and push semantic version tags for CI/CD deployment.
| nf-core is a community-driven collection of **143+ curated Nextflow pipelines** for bioinformatics.
| Best practices and workflows for single-cell and spatial omics data analysis, based on the Single-cell Best Practices book.
Reports on the newest news on a specific topic.
Integracja KFG do istniejącego projektu bez logs/.
import React from 'react'; import { StyleSheet, View, Text } from 'react-native'; import { StatusBar } from 'expo-status-bar'; export const ScreenNameScreen: React.FC = () => { <View style={styles.container}>
Runs SQL queries against the WordPress development database.
| 读取 06 计划/skillusagelog.jsonl,分析 Skill 使用情况,输出本周总结报告。
> from rclpy.node import Node from rclpy.qos import QoSProfile, ReliabilityPolicy, HistoryPolicy from std_msgs.msg import String class PerceptionNode(Node): def init(self):; runs on Node.js.
Scan a repository to bootstrap new skills or audit and update existing ones Bootstrap skills for a new repo, or audit and update skills in an existing one.
>- Read this guide before creating a new skill or improving an existing one.
> You are helping a penetration tester with <technique description>.
>- Run isolated E2E tests in devcontainer.
>- Execute CLI commands and tests inside the devcontainer.
>- Implement a feature following TDD workflow.
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository.
Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets manageme…
Breaks complex systems into atomic components, maps their relationships, and reconstructs them in optimized configurations to identify bottlenecks, critical failure points, and redesign opportunities.
Manage contacts, companies, deals, and pipeline with crm.cli — a headless CLI-first CRM backed by SQLite with a virtual filesystem interface…
BoltzGen is an all-atom diffusion model that generates antibody, nanobody, and de novo miniprotein backbones conditioned on a target structure and a set of binding (hotspot) residues.
Instead, it answers four questions before any GPU compute is committed: This skill encodes the canonical decision tree, the modality → tool…
Protenix v1 is an AF3-class structure prediction model (368M parameters) for proteins, complexes, and protein-ligand systems.
| 你是一位擅长信息可视化的设计师,能把文字描述转化为设计精美、布局清晰的图表 HTML 文件。
Comprehensive Terraform Infrastructure as Code skill covering resources, modules, state management, workspaces, providers, and advanced patt…
Give your OpenClaw agent a homelab.
IT Manager Pro (Elite Leadership Advisor) workflow skill.
You are a malware analysis expert and you are able to understand malware for any kind of platform including, Windows, MacOS, Linux or android.
Strategic business coach (Leila Hormozi-style) providing direct, no-BS guidance on scaling, resource allocation, systems thinking, and strategic decision-making for entrepreneurs.
Read any website or search Google, even when sites block bots or are geo-restricted.
Comprehensive DAG failure diagnosis and root cause analysis.
Assist with physics from intuitive explanations to formal derivations at any level.
ERNE — Validate and submit app builds using parallel expo-config-resolver and code-reviewer agents You are executing the /erne-deploy comman…
Ollama API Documentation Comprehensive assistance with Ollama development - the local AI model runtime for running and interacting with large language models programmatically.
ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ.
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
Use when editing files under `plugin/asicrs/`, `sdk/rust/`, or `server/sdk/v1/pb/` (which the asicrs build also consumes).
Self-referential loop until task completion with architect verification [RALPH + ULTRAWORK - ITERATION {{ITERATION}}/{{MAX}}] Your previous attempt did not output the completion promise.
使用 RuoYi-Vue 框架(SpringBoot + Spring Security + MyBatis + JWT + Vue)时应该使用此技能。
Vben Admin 5.0 前端框架开发技能。
Expert guidance for developing cross-platform desktop applications with Avalonia UI framework.
Enforce coding standards, style guides, and architectural patterns across projects.
Universal validation and knowledge capture.
Enable ControlKeel governance for Cloudflare Agents with policy gates, budget enforcement, PII detection, and secure execution.
Performs comprehensive deep analysis of entire codebase and deployment pipeline to identify issues in production environment.
Comprehensive PocketBase development and deployment skill providing setup guides, schema templates, security patterns, API examples, data management scripts, and real-time integration patterns for building backend services with PocketBase.
Intake gate for adding new system or infrastructure components to Anton.
Expose a workload for access.
Triage ntfy.sh-routed alerts in Anton — identify which alert fired, why it fired (or why it didn't deliver), and propose a fix.
Docker 多服务部署最佳实践 - 遵循生产级 Dockerfile 和 Docker Compose 架构原则。
Improve Dockerfiles for image size, caching, security, reproducibility, and multi-stage build hygiene.
飞牛 fnOS FPK 应用包开发指南。
Amplify safe or boring designs to make them more visually interesting and stimulating.
Review Kubernetes manifests, deployment defaults, probes, resources, security context, and rollout safety.
Convert transcripts into polished show notes, summaries, timestamps, and links.
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
Start any type of modern application — web apps, APIs, full-stack projects, Docker-based stacks, microservices, and more.
act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub.
Add a chunking hook for a new or existing language in the ingest pipeline.
Audits Claude Code agent configuration against latest best practices.
编码代理(Claude Code、Aider、Codex等)在自定义任务上的直接比较,包含通过率、成本、时间和一致性指标 Use when this capability is needed.
>- Use when this capability is needed.
Comprehensive AI agent building skill merging Perplexity Computer's skill creation, webserver, and automation capabilities with Claude Code's agent orchestration, MCP server building, RAG system construction, subagent coordination, parallel agent dispatching, prompt optimization, and execution planning.
Configure Akka.NET with .NET Aspire for local development and production deployments.
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation without static seed nodes.
Use this skill when a local container won't start, a service is unreachable from the host, a local docker-compose stack is misbehaving, or a…
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Write integration tests using .NET Aspire's testing facilities with xUnit.
DevOps expertise for deployment, CI/CD, infrastructure, and automation To build and maintain the infrastructure, automation, and tooling that enables the development team to ship high-quality software efficiently and reliably.
Bootstrap a new host application on top of the published atrium base image, or retrofit an existing FastAPI / SQLAlchemy / React app onto atrium.
Scaffold a new FastAPI microservice from zero with ab0t-auth already integrated.
Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues.
Use when the user mentions flaky tests, tests that pass locally but fail in CI, race conditions in tests, or needs to diagnose WHY a specific test fails.
Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.
Use this agent to scan Swift code for camera, video, and audio capture issues including deprecated APIs, missing interruption handlers, threading violations, and permission anti-patterns.
Use when the user mentions Codable review, JSON encoding/decoding issues, data serialization audit, or modernizing legacy code.
Use when the user mentions concurrency checking, Swift 6 compliance, data race prevention, or async code review.
Use when the user mentions Core Data review, schema migration, production crashes, or data safety checking.
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check.
Use when the user mentions Foundation Models review, on-device AI audit, LanguageModelSession issues, @Generable checking, or Apple Intelligence integration review.
Use when the user mentions GRDB performance review, slow GRDB queries, app-group database setup audit, a ValueObservation that stopped updating, or pre-release GRDB scan.
Use when the user mentions in-app purchase review, IAP audit, StoreKit issues, purchase bugs, transaction problems, or subscription management.
Use when the user mentions iCloud sync issues, CloudKit errors, ubiquitous container problems, or asks to audit cloud sync.
Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking.
Use when the user mentions networking review, deprecated APIs, connection issues, or App Store submission prep.
Use when the user wants to audit SpriteKit game code for common issues.
Use when the user mentions file storage issues, data loss, backup bloat, or asks to audit storage usage.
Use when the user mentions SwiftData review, @Model issues, SwiftData migration safety, or SwiftData performance checking.
Use when the user mentions SwiftUI layout review, adaptive layout issues, GeometryReader problems, or multi-device layout checking.
Use when the user mentions SwiftUI navigation issues, deep linking problems, state restoration bugs, or navigation architecture review.
Use when the user wants to audit test quality, find flaky test patterns, speed up test execution, or prepare for Swift Testing migration.
Use when the user mentions TextKit review, text layout issues, Writing Tools integration, or UITextView/NSTextView code review.
Use when the user wants a comprehensive project-wide audit, full health check, or scan across all domains.
Use when the user mentions security review, App Store submission prep, Privacy Manifest requirements, hardcoded credentials, or sensitive data storage.
Expert knowledge for Azure Database Migration service development including troubleshooting, decision making, limits & quotas, security, integrations & coding patterns, and deployment.
Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure SQL Database development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Expert knowledge for SQL Server on Azure Virtual Machines development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
群聊精华提取专家。
Use when creating a new project repository to initialize it with standard CLAUDE.md, .cursorrules, CLAUDE.local.md, SESSION_LOG.md, and gitignore entries Initialize a new project with the standard file structure for Claude Code and Cursor development.
Post-deploy canary monitoring.
Python or Docker Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Python.
Set up CI/CD pipelines - use when working on related tasks Use when this capability is needed.
Automates CI/CD pipeline setup.
Scaffold/audit GitHub Actions CI/CD — Go/Rust/TS.
CI/CD patterns for mobile - GitHub Actions workflows for Android/iOS, Fastlane integration, code signing, artifact publishing, and automated release.
Design and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and environment management.
CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.
GitHub Actions security hardening, CI/CD pipeline integrity, release security, and SSDF alignment Use when this capability is needed.
Manage apps on a Cloudron server using the cloudron CLI.
Cockpit CMS is a lightweight headless content platform for teams that want flexible models, REST and GraphQL APIs, and self-hosted deployment without a heavy stack.
Use whenever the user is authoring or modifying Kubernetes configuration stored in ConfigHub, or is about to reach for Helm, Kustomize, Jsonnet, cdk8s, or a values file.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Normalize FFT_nano to Docker-first runtime defaults.
Keeps examples/integrations/* demos aligned to the north-star (langgraph-python).
Debug nano-core agent runtime issues (Docker default, host opt-in).
Deploy Grokky — start Docker, ensure grok_spawner, build images, publish package Use when this capability is needed.
| Use when this capability is needed.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Node.js.
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Django + FastAPI development.
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Use the upstream install or setup path that matches your environment: Use when this capability is needed.
Runs systematic health diagnostics on Docker containers using docker inspect, docker stats, and the Docker Engine API.
Inspects Docker container health using the Docker Engine API v1.45 /containers/{id}/json and /containers/{id}/stats endpoints.
Start and verify the local Docker CDC lab (dvdrental), run the PostgreSQL load generators, reset Databricks tables, trigger Databricks notebook jobs through databricks.sdk, and check whether Bronze/Silver notebooks completed successfully.
Manage Docker containers, images, volumes, and networks.
</applicability> 文档在docs目录下,根据文档类型进行分类存放,如docs/tasks等。
Dokku is a self-hosted Platform-as-a-Service built on Docker that provides Heroku-like git-push deployment on your own infrastructure.
Managing local .NET tools with dotnet-tools.json for consistent tooling across development environments and CI/CD pipelines.
Complete DreamHost website management via SFTP/SSH for React JS deployments, multi-site routing, file operations, and content management.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.
Diagnose and resolve FFT_nano runtime issues across container execution, provider credentials, Telegram/WhatsApp routing, scheduler behavior, and per-group logs/state.
Verify host prereqs (node, npm, container runtime) before running nano-core.
Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and Telegram-first deployment patterns.
当用户需要在中国环境部署 Flutter 项目、配置国内镜像加速或解决依赖下载问题时使用。
Write professional git commits using conventional format for clear communication and automated workflows.
在用户提及 GitHub 仓库、Issue、Pull Request、Actions、代码管理相关内容与操作时使用此技能。
Gitleaks is an open-source SAST tool for detecting hardcoded secrets like passwords, API keys, and tokens in Git repositories, files, and directories.
| Use when this capability is needed.
Write and review Go code with idiomatic project structure, errors, concurrency, testing, and performance guidance.
Write Go integration tests with testcontainers-go Use when this capability is needed.
Operate the homelab platform — start/stop services, backups, updates, disaster-recovery, and Docker management.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control Use when this capability is needed.
Use when the user is deciding how to slice Kubernetes YAML into ConfigHub Units — phrases like "one Unit or many?", "how should I split thes…
Operate JellyCore services in Docker Compose with a safe runbook: start, stop, restart, health-check, inspect logs, and collect diagnostics.
K9s is a terminal-based UI for managing Kubernetes clusters, providing real-time observation of resources, log tailing, pod shell access, and cluster navigation.
Build, test, analyze, or start Docker for a Kotlin project Use when this capability is needed.
Kubernetes - use when working on related tasks Use when this capability is needed.
This skill covers hardening managed Kubernetes clusters on EKS, AKS, and GKE by implementing Pod Security Standards, network policies, workload identity, RBAC scoping, image admission controls, and runtime security monitoring.
Assess the security posture of Kubernetes etcd clusters by evaluating encryption at rest, TLS configuration, access controls, backup encryption, and network isolation.
Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in CrashLoopBackOff.
Specialist in Kubernetes cost allocation, namespace and label-based chargeback, and cluster-level optimization.
Auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard permissions, dangerous ClusterRoleBindings, service account abuse, and privilege escalation paths using kubectl, rbac-tool, KubiScan, and Kubeaudit.
Audit Kubernetes cluster security posture against CIS benchmarks using kube-bench with automated checks for control plane, worker nodes, and RBAC.
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations, privilege escalation risks, and deviations from security best practices.
Pod Security Standards (PSS) define three levels of security policies -- Privileged, Baseline, and Restricted -- enforced by the Pod Security Admission (PSA) controller built into Kubernetes 1.25+.
Kubernetes cluster management skill.
> Use when this capability is needed.
Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control traffic flow between pods, namespaces, and external endpoints.
Implement Kubernetes network segmentation using Calico NetworkPolicy and GlobalNetworkPolicy for zero-trust pod-to-pod communication.
Use this skill whenever a user wants to onboard, deploy, install, or operate kubernetes-ontology; set up its Helm chart, release CLI, daemon, or topology viewer; run Kubernetes topology queries; diagnose Pod or Workload failures with AI-agent workflows; or connect human visual troubleshooting to the CLI and HTTP API.
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state.
Pods, deployments, services, ingress, RBAC, autoscaling, and production cluster best practices Use when this capability is needed.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policies, and secrets.
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
Kubernetes and Helm standards for manifests, charts, values files, RBAC, workloads, networking, policy, validation, or deployment review.
Expert Kubernetes Specialist with deep expertise in container orchestration, cluster management, and cloud-native applications.
Use when the user asks to "upgrade Kubernetes", "upgrade k8s", "update Kubernetes version", "bump Kubernetes version", mentions a target version like "upgrade to 1.35.1", or when Renovate updates kubernetesVersion in talconfig.yaml.
Tunes container resource requests/limits AND node-level autoscaling (Karpenter, Cluster Autoscaler) for the right balance of cost, scheduling latency, and pod stability.
Land and deploy workflow.
Use when productionising or deploying a LangChain / LangGraph / DeepAgents agent.
Use when starting work on any LangChain / LangGraph / DeepAgents project.
LazyDocker is a terminal UI for Docker and Docker Compose that provides container management, log viewing, resource monitoring, and image inspection through a keyboard-driven interface.
Start the local Docker Compose stack (backend + frontend) for development.
>- Use when this capability is needed.
>- Diagnose the actual source of disk pressure, reclaim only approved space, and prove that the cleanup did not damage user data or co-resident services.
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "develop MCP tools", "implement MCP resources", or discusses building something with the Model Context Protocol.
Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows.
Deploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model fine-tuning (SFT/DPO/RFT).
This skill should be used when the user asks about "LSP", "language server", "gopls", "pyright", "rust-analyzer", "typescript-language-server", "multi-language project", "code completion", "diagnostics", or "editor language support".
使用 newsbox CLI 与 Python SDK 采集 AI 内容信源、读取 raw.db、二次加工成日报/摘要/筛选结果。
Build Next.js 16+ applications with App Router, server components, caching strategies, and production deployment patterns Use when this capability is needed.
NocoDB turns any SQL database into a smart spreadsheet with a full REST API.
Node.js + Express backend patterns.
Use when helping someone use okdev to initialize, start, inspect, connect to, sync with, troubleshoot, or tear down Kubernetes dev sessions, including manifest-backed and PyTorchJob workloads.
Ollama runs large language models locally with a simple CLI and REST API.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who wrote it, author account age/activity, comments, labels, close, land, or maintainer evidence checks.
Manage the local Docker Compose development environment for Rails applications.
Requirements and caveats from upstream: Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Kubernetes penetration testing systematically evaluates cluster security by simulating attacker techniques against Use when this capability is needed.
Use the upstream install or setup path that matches your environment: Requirements and caveats from upstream: <!-- tomevault:4.0:skill_md:2026-05-22 -->; runs on Docker.
Initialize a brand-new project from scratch with a default full-stack scaffold (Rust core + React Router 7 portal + Docker + Kubernetes).
Guides initial CockroachDB cluster provisioning and production deployment.
Deploy a Python project to the target environment.
Prepare Python projects with professional structure, documentation, and tooling.
Locate root causes of failing regression tests by analyzing code changes, error messages, and test dependencies.
Mobile-first responsive design with modern CSS Grid, Flexbox, and accessibility You are an expert responsive web designer who creates mobile-first, cross-device compatible interfaces.
> Ruzzy is a coverage-guided fuzzer for Ruby built on libFuzzer.
| Use when this capability is needed.
Test, analyze, or start Docker for the server project Use when this capability is needed.
Start Docker Compose services for local development and testing.
Run initial nano-core setup.
Configure deployment settings for /land-and-deploy.
Use when working with an official MCP server that connects Supabase projects to AI assistants like Claude, Cursor, and Windsurf.
Complete Telegram bot creation for AI agents and pipelines.
Terraform IaC - use when working on related tasks Use when this capability is needed.
Basic usage or getting-started notes: <!-- tomevault:4.0:skill_md:2026-05-22 -->
Terraform CLI 安装与初始化技能。
State management, modules, workspaces, remote backends, and multi-environment strategies Use when this capability is needed.
Basic usage or getting-started notes: Use when this capability is needed.
> Use when this capability is needed.
Terraform IaC management skill.
**UTILITY SKILL** — Reusable Azure Terraform patterns: hub-spoke, private endpoints, diagnostics, AVM-TF modules.
Terraform and OpenTofu standards for .tf, .tfvars, .tofu, modules, providers, state, plans, policy checks, and IaC review.
Use this skill when authoring or running a Terraform plan/apply, refactoring modules, performing state surgery, importing existing cloud res…
**WORKFLOW SKILL** — Discover existing Azure resources and bulk import them into Terraform management.
> Failure patterns from real deployments.
**WORKFLOW SKILL** — Write and run Terraform tests (.tftest.hcl).
Write integration tests using TestContainers for .NET with xUnit.
>- 适用于 TokenKey fork of sub2api。
Use this skill when the user asks to "verify my deployment", "check if everything is working", "test my deployment", "check if my services are up", "run health checks", or when invoked by deploy-project as the final step after CI/CD setup.
Implement features and fix bugs for the vfs-s3 project.
|- Use when this capability is needed.
When Whisper (CLI or Python) gets stuck on video files during transcription — output dir stays empty, process runs at low CPU/memory with no…
Set up Wren Engine MCP server via Docker and register it with an AI agent.