Skill rating
1 595 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 801 | A | Python linting with ruff. Fast linting, rule selection, auto-fixing, and config. Use when checking Python code quality, enforcing standards, or finding bugs. | 100 | 84 | C | — | — | 10 Jul 2026 | |
| 802 | A | Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured the required environment variables, or when they a | 100 | 85 | C | — | — | 10 Jul 2026 | |
| 803 | A | backend-engineerGeneratorDockerKubernetesSoftware developmentInfrastructureLord1Egypt/RA-SkillsAgent Skills Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authenticat | 100 | 85 | D | — | — | 10 Jul 2026 | |
| 804 | A | Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up au | 100 | 84 | D | — | — | 10 Jul 2026 | |
| 805 | A | Explain what Fusion MCP is and guide users through setting it up when they need Fusion-aware MCP capabilities in Copilot workflows. | 100 | 85 | C | — | — | 10 Jul 2026 | |
| 806 | A | Use when checking deployment health, investigating errors, reading logs, or working with Tiltfiles. Queries Tilt resource status, logs, and manages dev environments. | 100 | 84 | D | — | — | 10 Jul 2026 | |
| 807 | A | Grafana Professional Services tool for identifying which Prometheus metrics drive high Data Points per Minute (DPM). Analyzes metric-level DPM with per-label breakdown to help optimize Grafana Cloud c | 100 | 86 | B | — | — | 10 Jul 2026 | |
| 808 | A | AFL++ is a fork of AFL with better fuzzing performance and advanced features. Use for multi-core fuzzing of C/C++ projects. | 100 | 86 | C | — | — | 10 Jul 2026 | |
| 809 | A | Bun implementation guide for PMA-managed backend services. Defaults to a single-API-project layout; promotes to a Bun monorepo only when multiple deployable apps or shared packages exist. Covers API m | 100 | 84 | C | — | — | 10 Jul 2026 | |
| 810 | B | Set up and maintain Raspberry Pi avoiding common hardware and configuration pitfalls. | 95 | 60 | D | — | ↓ 2 301 ★ 2 | 17 May 2026 | |
| 811 | B | Integrate with Mission Control dashboard to report task progress, publish documents to the Library, request approvals, and submit project requests. Use this skill whenever you start, complete, or fail | 93 | 73 | C | — | ↓ 702 | 11 May 2026 | |
| 812 | B | Manage persistent SSH connections, execute async non-blocking commands, handle concurrent bulk executions across fleets, and manage SSH keys and client assignments. | 95 | 72 | C | — | ↓ 475 | 8 Jun 2026 | |
| 813 | B | 面向个人用户的能力扩展工具,让 AI Agent 能够访问训练数据之外的结构化知识。能力扩展工具免费版为个人用户的 AI Agent 提供访问训练数据之外的结构化知识能力。通过配置访问令牌,Agent 可以向知识服务发送请求,获取最新的技术文档、API 规范、领域知识等结构化数据,从而突破训练数据的时效性限制. 功能涵盖: code(代码)。 功能涵盖: cheat。 | 100 | 64 | C | — | ↓ 680 | 25 d ago | |
| 814 | B | alist 全功能 API 客户端:文件系统(列表/搜索/创建/重命名/移动/复制/删除/上传/下载/目录扫描/离线下载)、存储管理、驱动管理、用户管理、元信息管理、设置管理、任务管理、索引管理、备份恢复、SSH/SFTP、审计日志、公告、2FA、SSO、刮削诊断。支持 token 自动管理和重试。 | 95 | 74 | D | — | ↓ 267 | 1 Jul 2026 | |
| 815 | B | Senior Python Developer operating in strict mode. Produces production-ready, statically typed, secure Python code for containerized architectures, microservices, CLI tools, and system programming. Enf | 100 | 60 | C | — | ↓ 1 205 | 11 May 2026 | |
| 816 | B | Manage persistent SSH connections, execute async non-blocking commands, handle concurrent bulk executions across fleets, and manage SSH keys and client assignments. | 95 | 72 | C | — | ↓ 426 | 8 Jun 2026 | |
| 817 | B | Mac 磁盘空间盘点与清理建议技能。当用户说「硬盘不够用」「空间不足」「磁盘快满了」「帮我清理 Mac」「扫描大文件」「哪些可以删」时触发。 自动扫描系统、用户目录、开发项目中的空间占用,生成三级清理建议(立即清 / 确认后清 / 保留),提供可直接复制执行的命令。 绝不自动删除任何文件,只出报告和命令,执行前必须用户确认。 | 98 | 70 | D | — | ↓ 311 | 21 Jun 2026 | |
| 818 | B | pi-adminProcedureDockerSoftware developmentInfrastructuresundial-org/awesome-openclaw-skillsAgent Skills Raspberry Pi system administration. Monitor resources, manage services, perform updates and maintenance. | 87 | 77 | D | — | ★ 663 | 7 Mar 2026 | |
| 819 | B | A tool for exploring each layer in a docker image Based on wagoodman/dive (53,557+ GitHub stars). docker analyzer, go, cli, docker, docker-image, explorer, inspector | 100 | 60 | D | — | ↓ 942 | 18 May 2026 | |
| 820 | B | Link 产品全链路开发技能,覆盖需求分析、方案设计(技术方案/数据库设计/接口设计)、 编码开发(基于 link 标准)、测试部署上线、后续运维的完整生命周期。 适用于工作目录 D:\develop\code\cdfai 下的 link CRM+AI 微服务系统。 当用户需要为 link 项目开发新功能、设计接口、修改代码、排查问题、部署上线或进行运维操作时触发此技能。 关键词:link开发、l | 95 | 76 | D | — | ↓ 262 | 44 d ago | |
| 821 | B | Configure development environments for Chinese developers. Teach AI agents how to set up mirrors, proxies, and alternative services for npm/pip/Docker/GitHub/Google that work behind the Great Firewall | 93 | 72 | C | — | ↓ 590 | 26 May 2026 | |
| 822 | B | sovereign-project-guardianIntegrationGitHubDockerInfrastructureData and analyticsmodbender/skill-library-mcpAgent Skills Project health and best practices enforcer. Checks security, quality, documentation, CI/CD, and dependencies. Produces a letter grade (A-F) with actionable fixes. | 99 | 74 | C | — | ★ 14 | 16 Jun 2026 | |
| 823 | B | Comprehensive management for Portainer CE environments and stacks. Supports listing environments, managing Docker Compose/Swarm stacks, and executing raw Docker commands via proxy. Use when the user n | 95 | 81 | C | — | ★ 14 | 16 Jun 2026 | |
| 824 | B | agent-security-opsIntegrationGitHubDockerAI and agentsInfrastructuremodbender/skill-library-mcpAgent Skills Stop leaking secrets. Pre-commit hooks + 10-point scans + cron monitoring. Agent-ops security in one command. By The Agent Wire (theagentwire.ai) | 99 | 74 | C | — | ★ 14 | 16 Jun 2026 | |
| 825 | B | Generate docker-compose.yml by scanning your project. Use when containerizing an existing app. | 95 | 81 | C | — | ★ 14 | 16 Jun 2026 | |
| 826 | B | swarm-coding-skillGeneratorDockerGitHubSoftware developmentAI and agentsmodbender/skill-library-mcpAgent Skills Autonomous multi-agent code generation. Planner creates manifest, specialized roles execute tasks. Generates complete projects with tests, Docker, CI, and decision logs. | 100 | 72 | B | — | ★ 14 | 16 Jun 2026 | |
| 827 | B | homelab-dashboardGeneratorDockerData and analyticsInfrastructuremodbender/skill-library-mcpAgent Skills Generate a status dashboard for self-hosted services, Docker containers, and homelab infrastructure. | 100 | 72 | B | — | ★ 14 | 16 Jun 2026 | |
| 828 | B | Turn your unused internet bandwidth into passive crypto income. This skill helps you set up, monitor, and optimize bandwidth-sharing nodes across multiple networks. | 100 | 72 | C | — | ★ 14 | 16 Jun 2026 | |
| 829 | B | Generate contextual follow-up suggestions after AI responses. Shows 3 clickable buttons (Quick, Deep Dive, Related) when user types "/followups". | 95 | 81 | C | — | ★ 14 | 16 Jun 2026 | |
| 830 | B | browser-ladderProcedurePlaywrightDockerSoftware developmentInfrastructuremodbender/skill-library-mcpAgent Skills Climb the browser ladder — start free, escalate only when needed. L1 (fetch) → L2 (local Playwright) → L3 (BrowserCat) → L4 (Browserless.io for CAPTCHA/bot bypass). | 94 | 81 | C | — | ★ 14 | 16 Jun 2026 | |
| 831 | B | Generate Kubernetes manifests from docker-compose or descriptions. Use when deploying to K8s. | 95 | 81 | C | — | ★ 14 | 16 Jun 2026 | |
| 832 | B | Generate optimized Dockerfiles for any project | 100 | 72 | C | — | ★ 14 | 16 Jun 2026 | |
| 833 | B | Search the web using a self-hosted SearXNG instance. Privacy-respecting metasearch that aggregates results from multiple engines. | 100 | 73 | C | — | ★ 14 | 16 Jun 2026 | |
| 834 | B | chatgpt-appsGeneratorSupabaseDockerInfrastructureAI and agentsmodbender/skill-library-mcpAgent Skills Complete ChatGPT Apps builder - Create, design, implement, test, and deploy ChatGPT Apps with MCP servers, widgets, auth, database integration, and automated deployment | 100 | 72 | C | — | ★ 14 | 16 Jun 2026 | |
| 835 | B | Context-aware memory for AI agents with dual retrieval modes — fast vector search or curated Focus Agent synthesis. SQLite backend, zero configuration, local embeddings. | 89 | 88 | C | — | ★ 14 | 16 Jun 2026 | |
| 836 | B | Plan, secure, and maintain a home server with Docker services, remote access, backups, and incident recovery. | 100 | 73 | C | — | ★ 14 | 16 Jun 2026 | |
| 837 | B | Read, search, and scan ProtonMail via IMAP bridge (Proton Bridge or hydroxide). Includes daily digest for important emails. | 100 | 72 | C | — | ★ 14 | 16 Jun 2026 | |
| 838 | B | Deploy websites and apps to clawdship.dev with zero signup. Use when user says "deploy", "host", "put this online", "publish site", "ship it", or wants to deploy a static site, Docker app, or any web | 90 | 88 | C | — | ★ 14 | 16 Jun 2026 | |
| 839 | B | Install and configure the ClawGuard security plugin - an LLM-as-a-Judge guardrail that detects and blocks risky tool calls | 100 | 72 | B | — | ★ 14 | 16 Jun 2026 | |
| 840 | B | Generate nginx configs from plain English. Use when you need reverse proxy, SSL, or load balancing setup. | 95 | 81 | C | — | ★ 14 | 16 Jun 2026 | |
| 841 | B | Generate Kubernetes manifests from docker-compose or plain English. Use when deploying apps to K8s. | 95 | 81 | C | — | ★ 14 | 16 Jun 2026 | |
| 842 | B | Build, secure, and deploy Docker containers with image optimization, networking, and production-ready patterns. | 100 | 73 | C | — | ★ 14 | 16 Jun 2026 | |
| 843 | B | 「在我电脑上明明能跑」——因为少了Docker。帮你写Dockerfile、构建镜像、配置多环境、编排docker-compose,从本地开发到服务器部署一条龙。支持Node.js/Python/Go/Java/前端全栈,覆盖CI/CD集成、安全加固、监控告警,告别环境不一致的噩梦。
触发词:Docker部署、容器化、镜像构建、Dockerfile编写、写Docker、docker-compose | 100 | 66 | D | — | ↓ 381 | 17 Jun 2026 | |
| 844 | B | Create, manage, and access isolated cloud development environments (codespaces) powered by code-server, Docker, and Cloudflare Tunnel. Pre-installed with Bun, uv, and OpenCode. Use when the user wants | 83 | 83 | D | — | ↓ 1 408 | 18 May 2026 | |
| 845 | B | 。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。输出结果可直接使用,减少二次加工成本。提供结构化输出和错误处理机制。支持多场景应用和灵活配置。具备完整的输入输出规范。 功能涵盖: web, scraper。 | 100 | 66 | D | — | ↓ 346 | 26 d ago | |
| 846 | B | Run OpenClaw inside Docker on Linux with Tailscale remote access. ⚠️ Involves sudo, Docker, Tailscale, and credential mounting — review security section before use. Complete setup guide covering insta | 86 | 82 | D | — | ↓ 828 | 11 May 2026 | |
| 847 | B | Memora — Personal AI Knowledge Base with interactive knowledge graph visualization. A self-hosted system for managing, retrieving, and querying your personal knowledge assets using vector search, hybr | 93 | 77 | D | — | ↓ 307 | 3 Jul 2026 | |
| 848 | B | GPU cluster manager for local AI — run Llama, Qwen, DeepSeek, and Phi across macOS, Linux, and Windows devices with one endpoint. Self-hosted local AI GPU cluster. Auto-discovers machines via mDNS, ro | 100 | 59 | C | — | ↓ 800 | 11 May 2026 | |
| 849 | B | AWS Bedrock AgentCore与LangGraph多代理部署编排工具。提供StateGraph状态图编排、AgentCore Runtime HTTP封装(8080端口)、
Memory跨会话STM/LTM持久记忆、Gateway外部API/Lambda工具集成、CLI全生命周期管理五大核心能力.
适用于多代理协调的复杂业务系统、跨会话持久记忆代理、外部API集成到代理工具链、生产级A | 100 | 64 | C | — | ↓ 735 | 44 d ago | |
| 850 | B | |-. 在需要longmemo elite相关能力的开发场景,提供规范流程和配置说明. 该工具经过差异化增强,结合实际使用痛点进行了优化。Use。Use when 需要AI模型调用、智能对话、Agent编排、LLM应用时使用。不适用于需要100%确定性的关键决策。适用于独立开发者、企业团队和自动化工作流场景。 | 100 | 66 | C | — | ↓ 706 | 25 d ago |