Contributing a new video effect to HyperFrames requires navigating a multi-step process. This skill guides you from initial idea through to a merged PR, ensuring your block passes linting, validation, and preview checks.

Automates iterative website development using Stitch MCP tools and a baton-passing loop pattern. Agents generate pages autonomously, maintain project context, and continue development through continuous improvement cycles.

Transform visual designs from Stitch into clean, modular React code with TypeScript and Tailwind CSS. Eliminate manual coding from design mockups with automated AST validation ensuring consistent code quality.

AI agents on Windows POSIX shells (Git Bash, MSYS2, WSL) often display garbled Chinese text due to GBK and UTF-8 encoding mismatches. This skill detects the mismatch and applies the correct fix for Python, PowerShell, and cmd.exe output encoding.

Legacy code becomes hard to maintain and extend. This skill applies proven refactoring techniques to improve structure and readability while preserving behavior.

Manually checking CI status, gathering review feedback, and pushing fixes is repetitive and time-consuming. This skill automates the entire feedback-fix-push-wait cycle so you can focus on writing code while the skill handles PR maintenance.

AI-generated code often includes excessive comments, defensive checks, and unnecessary patterns. This skill reviews git diffs against main and systematically removes code slop while preserving legitimate changes.

Code reviews often miss security vulnerabilities, performance issues, or design problems. This skill provides systematic guidelines to identify common issues across Python, Django, TypeScript, and React while maintaining constructive feedback.

Getting started with Convex backend development requires multiple setup steps including scaffolding, provider configuration, and environment setup. This skill automates the project setup process for new and existing applications.

Convex applications can develop performance bottlenecks as they scale. This skill diagnoses performance issues across hot-path reads, subscriptions, OCC conflicts, and function limits, then applies targeted fixes following established patterns.

This skill helps developers design and build Convex components with isolated tables, clear boundaries, and secure app-facing wrappers. It guides users through the component creation workflow with built-in validation and best practices.

Developers working with Convex need help identifying which specific skill handles their task. This routing skill directs users to specialized skills for authentication setup, migrations, performance audits, and more.

Genkit simplifies AI application development in JavaScript and TypeScript, but navigating its API changes and best practices can be time-consuming. This skill provides expert guidance on flows, tools, and providers to help you build production-ready AI applications quickly.

Automatically generate comprehensive unit tests for Java projects using JUnit 5 and Mockito. This skill helps you write test cases that cover happy paths, edge cases, and error scenarios while maintaining best practices.

Accurate GPU kernel benchmarking is challenging due to measurement overhead. This skill provides step-by-step instructions for using CUPTI hardware profiling to get precise kernel execution times. Compare different backends like FlashAttention and cuDNN to find the fastest implementation for your workload.

Developers integrating Firecrawl face the challenge of proper API authentication and SDK setup. This skill automates the browser auth flow, PKCE credential generation, SDK installation, and environment configuration so you can start making Firecrawl API calls in minutes.

Scraping static HTML is often not enough when content loads after clicks, form submissions, or logins. This skill guides you to integrate Firecrawl `/interact` so your product can automate browser actions and extract data from dynamic workflows.

Manually editing Xcode .pbxproj files to add Swift packages is error-prone and risks corrupting the project. This skill uses a native Swift tool to safely add SPM dependencies, link products, and configure Firebase plist files without manual file editing.

Configuring Firestore databases, security rules, and queries across multiple platforms is complex and error-prone. This skill guides you through database provisioning, edition selection, security rule generation, data modeling, and SDK usage for Standard and Enterprise editions on Android, iOS, Flutter, Web, and Python.

Adding AI capabilities to web applications requires understanding Firebase SDK setup and Gemini API integration. This skill provides step-by-step guidance for integrating generative AI with text, images, chat, and streaming support.