Best AMP skills for agent workflows.

freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Review a branch or diff against repository standards and the originating spec in two independent analysis passes.

Excellent quality, production candidate, and a strong fit for AMP workflows.

A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

A 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.

Generate 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.

The best way to get AI coding agents to solve hard problems in complex codebases.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

🎨 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.

Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD

Excellent quality, production candidate, and a strong fit for AMP workflows.

Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Umami is a modern, privacy-focused analytics platform. An open-source alternative to Google Analytics, Mixpanel and Amplitude.

Excellent quality, production candidate, and a strong fit for AMP workflows.

React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Implement work from an approved spec or ticket set, run focused and full tests, invoke code review, and commit the result to the current branch.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Tesseract Open Source OCR Engine (main repository)

Excellent quality, production candidate, and a strong fit for AMP workflows.

The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3

Excellent quality, production candidate, and a strong fit for AMP workflows.

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Excellent quality, production candidate, and a strong fit for AMP workflows.

Harness Open Source is an end-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Free and Open Source Enterprise Resource Planning (ERP)

Excellent quality, production candidate, and a strong fit for AMP workflows.

A tool that converts codebases, SQL schemas, and other files into queryable knowledge graphs for AI coding assistants.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

There can be more than Notion and Miro. AFFiNE(pronounced [ə‘fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable and ready to use.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

Any agent Skill: generate beautiful architecture diagrams with dark/light theme toggle and PNG/JPEG/WebP/SVG export

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

Cognee 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.

Dapr is a portable runtime for building distributed applications across cloud and edge, combining event-driven architecture with workflow orchestration.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Production-grade Rust-native trading engine with deterministic event-driven architecture

Excellent quality, production candidate, and a strong fit for AMP workflows.

Public repository for Agent Skills

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

List of Computer Science courses with video lectures.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

Excellent quality, production candidate, and a strong fit for AMP workflows.

API Documentation Browser

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

Deploy applications and websites to Vercel, including preview deployments and shareable deployment links.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Main repository for the Linera protocol

Excellent quality, production candidate, and a strong fit for AMP workflows.

An 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.

Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that survive context loss and /clear, plus a deterministic completion gate and multi-agent shared state on disk. Manus-style. Works with Claude Code, Codex CLI, Cursor, Kiro, OpenCode and 60+ agents via the SKILL.md standard.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned.

Excellent quality, production candidate, and a strong fit for AMP workflows.

JHipster is a development platform to quickly generate, develop, & deploy modern web applications & microservice architectures.

Excellent quality, production candidate, and a strong fit for AMP workflows.

PM 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.

Create a structured post-earnings equity research update with key metrics, estimate changes, charts, and thesis review.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

Review portfolio-company financial packages, flag variance to plan, and prepare monitored KPI summaries.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

D2 is a modern diagram scripting language that turns text to diagrams.

Excellent quality, production candidate, and a strong fit for AMP workflows.

Temporal service

Excellent quality, production candidate, and a strong fit for AMP workflows.

Use multi-agent collaboration for software development

Excellent quality, strong shortlist, and a strong fit for AMP workflows.

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Excellent quality, production candidate, and a strong fit for AMP workflows.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

Excellent quality, strong shortlist, and a strong fit for AMP workflows.