Skills Hub
Find a skill for the work ahead
Browse published SKILL.md instructions. Inspect the source and review details before opening a skill in your workspace.
Create your own skill · Understand the format · Workspace tools
De AI Writer
Chinese AI-smell removal engine: 35 Chinese AI-tell patterns (赋能/闭环), AI-smell scoring, de-AI rewriting, style clone. Use when a Chinese draft reads machine-written or the user asks 去AI味.
Code Review
The Code Review skill examines code for actionable defects, prioritizing correctness while also evaluating performance and security when requested. It verifies that changes meet agreed standards, identifies violations, and refutes false positives before reporting. This service benefits developers, QA teams, and security auditors who need reliable, thorough code assessments.
Animation Terminology Finder
This tool translates informal descriptions of web motion effects into precise technical terminology to help developers and designers communicate animation requirements effectively.
Design Engineering Consultant
This skill applies Emil Kowalski's design engineering philosophy to help developers refine UI polish, component interactions, and animations for superior software feel.
Apple Interface Designer
This skill helps web developers implement fluid, gesture-driven interfaces and physical motion principles inspired by Apple's design language for more natural user experiences.
Animation Craft Auditor
This tool evaluates animation and motion code against rigorous design engineering standards to ensure high-quality, performant, and polished user interface transitions.
Animation Implementation Specialist
This skill helps design engineers craft high-quality, performant motion implementations that adhere to strict professional design standards and animation best practices.
Modern Swift Expert
This skill provides expert guidance on writing, reviewing, and migrating Swift code, helping developers master concurrency, performance, and modern language features effectively.
UI Variant Generator
Generates multiple distinct design iterations for a specified UI component, allowing developers to compare and select the best version via a visual picker.
Frontend Library Selector
This tool helps frontend developers quickly identify and implement the best-suited libraries from a curated, opinionated list for specific UI development tasks.
Expo Animation Architect
This skill helps React Native developers build performant, gesture-driven animations using Reanimated and Gesture Handler to ensure smooth, professional motion on mobile devices.
Sonner Toast Expert
This skill assists developers in implementing, configuring, and troubleshooting the Sonner React toast library to ensure seamless notification integration within their applications.
NVFlare Optimization Assistant
This tool enables developers to perform systematic, agent-assisted optimization of NVFLARE jobs through isolated, reproducible campaigns while maintaining strict project integrity and evidence.
Federated Data Analyzer
This tool computes comprehensive statistical summaries for tabular and image datasets across federated sites, enabling researchers to perform automatic, non-interactive data analysis.
Hugging Face Federated Converter
This tool transforms Hugging Face Trainer scripts into NVFLARE federated jobs, enabling seamless distributed training for machine learning engineers and researchers.
NVFlare Workflow Navigator
This skill guides users through NVFLARE project initiation and routes ambiguous requests to the appropriate specialized framework converter or workflow handler.
PyTorch NVFLARE Converter
This tool transforms standard PyTorch training scripts into NVFLARE federated jobs, enabling seamless model exchange and validation for federated learning developers.
NVFlare Job Diagnoser
This tool helps developers and operators identify root causes of NVFlare job failures by analyzing logs and evidence to recommend recovery actions.
NVFLARE Shared Resources
Provides standardized templates and policy references to assist developers in maintaining consistency across various NVFLARE conversion and federated learning workflows.
NVFLARE Campaign Reporter
This tool generates comprehensive final reports, JSON summaries, and progress visualizations for researchers analyzing interrupted or completed NVFLARE Auto-FL optimization campaigns.
Production Release Certifier
This tool generates evidence-based release verdicts for DevOps teams to verify service reliability across deployment, runtime health, and critical infrastructure before production handoff.
Marketplace Authorization Auditor
This tool helps security engineers verify complex multi-role access controls and resource ownership boundaries within marketplace platforms to ensure robust authorization enforcement.
Third-Party API Broker
This tool enables developers to search, inspect, and execute third-party data API calls through a unified CLI for streamlined research and enrichment workflows.
Client Secret Auditor
This tool identifies sensitive credentials and configuration files inadvertently exposed to the browser, helping developers secure web applications against unauthorized data leakage.