Find the Right AI Skill for Any Job

orc

Apache ORC columnar storage format reference. File structure with stripes and indexes, schema types with evolution rules, compression codecs (ZLIB/SNAPPY/ZSTD), orc-tools CLI, Python/Java writer APIs, Hive ACID transactions, Spark integration, and performance tuning with bloom filters.

kreuzberg

High-performance document extraction library with a Rust core, supporting 62+ formats including PDF, Office, images with OCR, HTML, email, and archives.

openclaw-kilo-agent

High-performance coding agent and browser automation orchestrator using the Kilo CLI. Use when you need to: (1) Offload heavy-duty coding tasks (refactoring,...

MySQL Administration

Manage MySQL databases via mysql CLI or Python mysql-connector, supporting queries, schema changes, backups, performance analysis, and user permissions.

robyn

A high-performance async Python web framework with a Rust runtime.

Tetra Scar Code Review

Code review that learns from failures. Reflex arc blocks repeat mistakes without LLM calls. Combines systematic checklist review (security, performance, corr...

Test Specialist

This skill should be used when writing test cases, fixing bugs, analyzing code for potential issues, or improving test coverage for JavaScript/TypeScript applications. Use this for unit tests, integration tests, end-to-end tests, debugging runtime errors, logic bugs, performance issues, security vulnerabilities, and systematic code analysis.

Ios Animation Code Review

Reviews iOS animation code for correctness, performance, accessibility, and Apple API best practices. Use when reviewing .swift files containing animation co...

FiveM & QBCore Framework Expert

Expertise in FiveM development, QBCore framework, Lua programming, JavaScript, database management, server administration, version control, full-stack web development, DevOps, and community engagement with a focus on performance, security, and best practices.

Code Review Expert

Multi-agent code review system using Manager-Worker pattern. Provides comprehensive code analysis from syntax, logic, security, and performance perspectives.

golang-pro

Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.

Sovereign code-review-helper

Generates file-type-specific code review checklists covering security, performance, style, and testing best practices for pull requests.

Smart PR Review

Opinionated AI code reviewer — not a yes-machine. 6-layer deep review (logic, edge cases, performance, security, maintainability, architecture) with Devil's...

Code Review Intelligence Mcp

AI-powered code review with security analysis, performance suggestions, and best practice checks. Supports 20+ languages.

Beta Code Review

Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidanc...

neon

Nervana's [high-performance](https://github.com/soumith/convnet-benchmarks) Python-based Deep Learning framework [DEEP LEARNING]. **[Deprecated]**

GoFrame

GoFrame is a modular, powerful, high-performance and enterprise-class application development framework of Golang.

godis

A Golang implemented high-performance Redis server and cluster.

Shadows Python Sensei

Python best practices enforcer — clean code, proper patterns, performance, testing, type hints. Use when writing or reviewing Python code.

Swiftui Code Review

Reviews SwiftUI code for view composition, state management, performance, and accessibility. Use when reviewing .swift files containing SwiftUI views, proper...

self-improving-agent-python

Implement a 3-layer self-improvement process for agents to evaluate tasks, learn from outcomes, optimize performance, and share knowledge across agents.

mssql-python

Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance and low memory usage.

React Best Practices 2 0.1.0

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.j...

Swiftui Performance Audit

Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout thrash in SwiftUI apps, and to provide guidance for user-run Instruments profiling when code review alone is insufficient.

Yaf PHP Audit

Audit legacy PHP projects, especially Yaf-based PHP 7.3 codebases, for architecture issues, security risks, performance problems, compatibility risks, and ma...

Vercel React Best Practices

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.j...

Critical Code Reviewer

Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers

Mobile Code Review Pro

Expert-level code review for React Native and native iOS/Android applications. Use when reviewing mobile codebases for architecture, performance, security, o...

Agent Debugger

Debug AI agent issues systematically. Covers tool failures, infinite loops, context overflow, rate limits, and performance bottlenecks. Use when agents misbe...

Golang Performance

Golang performance optimization patterns and methodology - if X bottleneck, then apply Y. Covers allocation reduction, CPU efficiency, memory layout, GC tuni...

React Flow Code Review

Reviews React Flow code for anti-patterns, performance issues, and best practices. Use when reviewing code that uses @xyflow/react, checking for common mista...

SwiftUI macOS

Expert SwiftUI guidance for macOS apps — covers writing and reviewing code with runtime-level understanding of observation, concurrency, performance, and pla...

moka-rs/moka

A high performance concurrent caching library inspired by the Caffeine library for Java [](https://github.com/moka-rs/moka/actions/workflows/CI.yml)

Code Review

AI-powered code review that combines fast local static analysis with deep AI reasoning. Catches bugs, security vulnerabilities, performance issues, and style...

Swiftui Liquid Glass

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liquid Glass usage for correctness, performance, and design alignment.

Review Code

Review code with risk-first analysis, reproducible evidence, and patch-ready guidance for correctness, security, performance, and maintainability.

Widgetkit Code Review

Reviews WidgetKit code for timeline management, view composition, configurable intents, and performance. Use when reviewing code with import WidgetKit, Timel...

Watchos Code Review

Reviews watchOS code for app lifecycle, complications (ClockKit/WidgetKit), WatchConnectivity, and performance constraints. Use when reviewing code with impo...

Pr Review

Comprehensive pull request review covering code quality, security, performance, and maintainability. Use for any code review task.

Code Review Assistant Zhuyu28

AI-powered code review assistant that analyzes code for bugs, security issues, performance problems, and style violations. Supports multiple programming lang...

Vercel React Best Practices

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.j...

React Best Practices

React and Next.js performance optimization guidelines from Vercel Engineering. 57 rules across 8 categories for writing, reviewing, and refactoring React code.

Web Performance Engine

Performs comprehensive web performance audits, diagnoses bottlenecks, and provides targeted fixes for server, rendering, hero element, JavaScript, and layout...

React Performance

React and Next.js performance optimization patterns. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance. Triggers on tasks involving components, data fetching, bundle optimization, re-render reduction, or server component architecture.

RustFS

[[RustFS](https://crates.io/crates/rustfs)] - 🚀 RustFS is an open-source,S3-compatible high-performance object storage system supporting migration and coexistence with other S3-compatible platforms such as MinIO and Ceph. [![status-badge](https://github.com/rustfs/rustfs/actions/workflows/ci.yml/ba

rathole-org/rathole

A secure, high-performance reverse proxy for NAT traversal with Noise Protocol/TLS encryption and hot-reload config support 

Review Lens

Finds what human code reviewers miss — not style issues or formatting, but logical errors, silent edge cases, performance cliffs, implicit assumptions, and t...

Fivem

FiveM RP server engineering for QBCore, ESX, and QBox. Use for framework-level scripting, fxmanifest.lua/config.lua validation, resource debugging, dependency orchestration, MLO/streaming fixes, performance optimization (client/server), artifact/gamebuild compatibility, inventory/job/gang systems, and SSH key generation for SFTP.