Software Engineering Skill Leaderboard

A set of engineering skills for domain modeling, codebase design, systematic debugging, and dual-axis code reviews.

A library of skills for developing Claude API applications and creating generative art with p5.js.

Converts code, docs, and media into a persistent knowledge graph with community detection for architectural querying and GraphRAG integration.

Audits repositories for over-engineering and aggregates shortcut comments into a technical debt ledger.

A set of structured engineering skills for AI agents covering API design, context optimization, and production-grade code quality.

A knowledge graph tool for visualizing codebase architecture, analyzing domain flows, and querying repository structures via an interactive dashboard.

Provides routing for agentic workflow design and tools for scaffolding canvas extensions and plugin manifests.

A set of skills for implementing React composition patterns, following Vercel best practices, and executing automated deployments.

Provides file-based persistence for AI agents using task_plan.md, findings.md, and progress.md to track multi-step projects across session resets.

A design skill for extracting visual DNA from URLs or screenshots and applying intentional UI patterns to AI-generated pages.

A library of specialized AI skill definitions for agent workflow design, accessibility auditing, and marketing automation.

A 73-skill game development pipeline covering brainstorming, design, architecture, prototyping, implementation, testing, QA, localization, security, release, and live ops for indie teams and solo developers.

A collection of agent skills focused on context engineering, harness design, and multi-agent architecture for production systems.

A library of automation skills for the Codex CLI and API, including utilities for IDE deep linking and brand guideline application.

A research automation suite for searching arXiv papers, analyzing ML experiment statistics, planning ablation studies, and generating Mermaid diagrams.

Eight skills covering GSAP core, timelines, ScrollTrigger, performance, framework integration, plugins, and utility methods for web animation development.

Generates validated architecture, sequence, and data-flow diagrams from text or code as explorable HTML files.

A library of agent skill files covering the AI research lifecycle: autonomous experimentation, model architecture, fine-tuning, mechanistic interpretability, distributed training, safety, optimization, evaluation, inference serving, and MLOps.

A set of AI skills for full-stack development, including Angular 17+ architecture, .NET Core expertise, and system design documentation.

Converts Stitch designs into React, React Native, and Vite dashboard components with support for design tokens and Web3 patterns.

Generates professional .drawio diagrams from text, code, and infrastructure manifests, supporting UML, C4, ERD, BPMN, and SysML standards.

Creates self-contained dark-themed HTML/SVG architecture diagrams for systems, cloud infrastructure, security diagrams, and network topologies with export to PNG and PDF.

A multi-phase research skill that compiles and synthesizes raw materials into structured, publishable output.

A structured Android reverse engineering pipeline covering fingerprinting, decompilation with jadx and Fernflower, Kotlin name recovery, call flow tracing, and two-tier API endpoint documentation.

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations, detecting dangerous input patterns and sandbox misconfigurations.

A curated skill library from Anthony Fu covering Vue 3, Nuxt 4, Pinia, Vitest, UnoCSS, tsdown, pnpm, Slidev, and related tooling for Vue development and modern JS projects.

Provides agent-based guidance and custom persona configurations for .NET SDK setup, ASP.NET Core web development, and system testing.

Systematic SwiftUI code review covering modern APIs, accessibility, performance, data flow, and code hygiene, with line-level fixes and a prioritized summary.

A set of engineering patterns for building accessible UI components, focusing on ARIA roles, keyboard navigation, and screen reader compatibility.

An Android red-team pipeline that automates APK acquisition, jadx decompilation, secret grepping, and Frida instrumentation templates.

Parallel divergent ideation for coding agents. Spawns isolated branches under cognitive frames, scores, clusters, prunes traps, and deepens top survivors for open-ended design and architecture problems.

Scans Apple documentation to identify deprecated SwiftUI APIs and provide modern replacements for iOS and macOS development.

A set of Go development skills covering CLI application structure, performance profiling with pprof, and benchmarking.

Technical implementation guides for GPU-accelerated data processing with cuDF and mathematical optimization via cuOpt and cuFOLIO.

A curated library of offensive security skills for red teaming and penetration testing, covering AD, cloud, wireless, web, mobile, IoT, exploit development, and reporting.

A collection of design engineering principles for implementing polished UI components, animations, and visual details.

Conducts thorough, multi-phase security audits of codebases, emphasizing exploitable vulnerabilities with real impact and machine-readable output for pipeline integration.

A collection of Vue 3 skills covering composable design, component architecture, reactivity debugging, Pinia state management, Vue Router patterns, and testing with Vitest and Playwright.

Applies the Nothing monochrome design system with typographic hierarchy, spacing rules, anti-patterns, and platform-specific components for product and UI designers.

A framework for creating and evaluating agent skills from workflows, prompts, and SOPs with built-in governance and portability tools.

Deliberate learning exercises for AI-assisted coding after architectural changes, plus an orientation skill for new codebase onboarding.

An 86-skill toolkit covering commits, standup updates, Jira, architecture diagrams, test plans, design systems, database schemas, and professional communication for software teams.

Diagnose-first guidance for Terraform/OpenTofu: identifies failure modes, proposes risk-controlled remediation, and enforces a response contract with validation and rollback plans.

Architectural patterns for provider-neutral agent loops, tool design, and production-safe autonomous harnesses.

Implements a think-act-prove orchestration method for AI agents featuring domain research and adversarial verification of outputs.

A set of skills for Android DEX dumping, iOS app decryption, Frida hook generation, IDAPython scripting, structure/symbol recovery, Unity IL2CPP symbol extraction, and Unicorn emulation.

Architecture guidance for cross-platform desktop apps that must feel native, covering native shells, embedded WebViews, IPC contracts, memory truths, and OS-convention checklists.

Provides multi-language code review guidance covering architecture, security audits, and performance optimization for modern web and systems frameworks.

Diagnoses Swift Concurrency issues and guides the refactoring of callback-based code to async/await for Swift 6 migration.

Converts arxiv papers to Python code with a pipeline that includes ambiguity detection, scope enforcement, and walkthrough notebooks.