Engineering agents
Skills for AMP-style engineering agents focused on codebase understanding, implementation planning, reviews, and systematic debugging.
Workflow
Codebase intake
Workflow
Architecture review
Workflow
Systematic debugging
Install path
The goal is to hand your agent one reviewed skill path, not a broad directory.
Pick a AMP skill from the ranked shortlist.
Open the skill detail page and review trust, audit, repository, and install signals.
Use the install command or /api/skills/{slug}/install handoff in a sandbox workflow first.
AMP shortlist
A comprehensive library of over 1,273 agentic skills for various AI coding assistants, featuring clear documentation and installation instructions.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add sickn33/antigravity-awesome-skillsOpen-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add alibaba/open-code-reviewCodebase intelligence for TypeScript and JavaScript. Free static layer: unused code, duplication, circular deps, complexity hotspots, architecture boundaries. Optional paid runtime layer: hot-path review and cold-path deletion evidence from real production traffic. Rust-native, sub-second, zero-config framework support.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add fallow-rs/fallowKubeSphere is a comprehensive container platform designed for managing Kubernetes across multi-cloud, datacenter, and edge environments.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add kubesphere/kubesphereA comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add muratcankoylan/Agent-Skills-for-Context-EngineeringGenerative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add NVIDIA/GenerativeAIExamplesGenerate draw.io diagrams from natural language — 6 presets, vision self-check + up to 5-round refinement, codebase-to-diagram, 10,000+ official shapes & 321 AI/LLM brand logos. Exports PNG/SVG/PDF/JPG.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add Agents365-ai/drawio-skillInteractive architecture diagrams for codebases
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add CodeBoarding/CodeBoardingPublic repository for Agent Skills
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add anthropics/skillsTesseract Open Source OCR Engine (main repository)
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add tesseract-ocr/tesseractA curated list of resources and tools for enhancing Claude AI workflows.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add ComposioHQ/awesome-claude-skills🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Claude Code / OpenClaw / Codex / Cursor / OpenCode / Qwen / Copilot / Hermes / Kimi & 17+ CLIs.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add nexu-io/open-designomo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add code-yeongyu/oh-my-openagentCore skill set for the OpenClaw autonomous agent platform
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add anthropics/anthropic-cookbookCoordinate multi-agent teams for software and product work
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add FoundationAgents/MetaGPTUse multi-agent collaboration for software development
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add OpenBMB/ChatDevAcademic Research Skills for Claude Code: research → write → review → revise → finalize
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add Imbad0202/academic-research-skillsA comprehensive collection of ready-to-use scientific and research skills for AI agents.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add K-Dense-AI/claude-scientific-skillsThis repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add NirDiamant/RAG_TechniquesProduction-grade Rust-native trading engine with deterministic event-driven architecture
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add nautechsystems/nautilus_traderPersistent file-based planning for long-running agentic tasks. Crash-proof markdown plans, deterministic completion gate, multi-agent shared state on disk. Works with Claude Code, Codex CLI, Cursor, Hermes agent, Pi, Kiro, OpenCode and 60+ agents via the SKILL.md standard.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add OthmanAdi/planning-with-filesAn AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add coze-dev/coze-studioTemporal service
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add temporalio/temporalCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add topoteretes/cogneePM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add phuryn/pm-skillsPython SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add raga-ai-hub/RagaAI-Catalyst⚡A CLI tool for code structural search, lint and rewriting. Written in Rust
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add ast-grep/ast-grepUniversal File Online Preview Project based on Spring-Boot
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add kekingcn/kkFileViewThe developer platform for on-demand cloud development environments to create software faster and more securely.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add gitpod-io/gitpodYour agent writes bad React. This catches it
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add millionco/react-doctorPocket Flow: Codebase to Tutorial
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge🚀 PR Agent: The Original Open-Source PR Reviewer. This project It is not the Qodo free tier.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add The-PR-Agent/pr-agentAll parts of Claude Code's system prompt, 27 builtin tool descriptions, sub agent prompts (Plan/Explore/Task), utility prompts (CLAUDE.md, compact, statusline, magic docs, WebFetch, Bash cmd, security review, agent creation). Updated for each Claude Code version.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add Piebald-AI/claude-code-system-promptsIncremental engine for long horizon agents 🌟 Star if you like it!
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add cocoindex-io/cocoindexA collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add roboflow/notebooks🐶 Automated code review tool integrated with any code analysis tools regardless of programming language
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add reviewdog/reviewdogData Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add databendlabs/databendAgent skill that generates rich HTML pages or slide decks for diagrams, diff reviews, plan audits, data tables, and project recaps
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add nicobailon/visual-explainerAgentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add AgentWrapper/agent-orchestratorAgentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add ComposioHQ/agent-orchestratorAutonomous novel writing AI Agent — agents write, audit, and revise novels with human review gates
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add Narcooo/inkosValidate and visualize dependencies. Your rules. JavaScript, TypeScript, CoffeeScript. ES6, CommonJS, AMD.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add sverweij/dependency-cruiser✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it. 🚀 75 Skills × 9 Surfaces (magazine · deck · poster · XHS / tweet · prototype · data report · Hyperframes) 🛡️ Sandboxed preview · 📤 1-click to WeChat / X / Zhihu / HTML / PNG 🔑 Zero API key — Claude Code / Cursor / Codex / Gemini / Copilot / OpenCode / Qwen / Aider.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add nexu-io/html-anythingVenom is a high-performance system developed with JavaScript to create a bot for WhatsApp, support for creating any interaction, such as customer service, media sending, sentence recognition based on artificial intelligence and all types of design architecture for WhatsApp.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add vynect/venomDeepAudit：人人拥有的 AI 黑客战队，让漏洞挖掘触手可及。国内首个开源的代码漏洞挖掘多智能体系统。小白一键部署运行，自主协作审计 + 自动化沙箱 PoC 验证。支持 Ollama 私有部署 ，一键生成报告。支持中转站。让安全不再昂贵，让审计不再复杂。
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add lintsinghua/DeepAuditTensorFlow documentation
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add tensorflow/docsAnnotate and review coding agent plans and code diffs visually, share with your team, send feedback to agents with one click.
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add backnotprop/plannotator⚙️ All-in-One menu bar app, hide 💻MacBook Pro's notch, dark mode, AirPods, Shortcuts
Excellent quality, production candidate, and a strong fit for AMP workflows.
$ npx skills add jacklandrin/OnlySwitchFAQ
The current top picks include Antigravity Awesome Skills, Open Code Review, Fallow. They are ranked by AMP workflow fit, quality, trust, adoption, and freshness.
Pick a AMP skill from the ranked shortlist. Open the skill detail page and review trust, audit, repository, and install signals. Use the install command or /api/skills/{slug}/install handoff in a sandbox workflow first.
Yes. Use /api/skills/search for task-driven discovery or /api/agent/recommend for full recommendation payloads with install handoff links.