全部能力

Create effective visualizations using matplotlib and seaborn for exploratory analysis, presenting insights, and communicating findings with business…

Implement computer vision tasks including image classification, object detection, segmentation, and pose estimation using PyTorch and TensorFlow

Replace arbitrary timeouts with condition polling for reliable async tests

Create and transform features using encoding, scaling, polynomial features, and domain-specific transformations for improved model performance and…

Build modern React/Next.js frontends. Use when creating web applications, choosing frontend stack, structuring components, or implementing UI/UX designs.…

Measure relationships between variables using correlation coefficients, correlation matrices, and association tests for correlation measurement, relationship…

Build responsive, mobile-first layouts using fluid containers, flexible units, media queries, and touch-friendly design that works across all screen sizes. Use…

Build robust processes for data cleaning, missing value imputation, outlier handling, and data transformation for data preprocessing, data quality, and data…

Interactive idea refinement using Socratic method to develop fully-formed designs

Autonomous browser automation for AI agents. Two tools: agent-browser (CLI Playwright for step-by-step control) and browser-use (Python autonomous agent that decides what to do on pages). Navigate, click, fill forms, scrape data, manage sessions, and run complex multi-step browser tasks.

Analyze user conversion funnels, identify drop-off points, and optimize conversion rates for conversion optimization and user flow analysis

Automatically save and restore development context to minimize cognitive load when resuming work. Use when switching tasks, taking breaks, or returning after…

Identify and exploit authentication and session management vulnerabilities in web applications. Broken authentication consistently ranks in the OWASP Top 10…

This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential…

This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin…

Organize design assets, optimize images and fonts, maintain brand asset libraries, implement version control for assets, and enforce naming conventions. Keep…

This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege…

animation-principles---quick-start — an installable skill for AI agents, published by dylantarre/animation-principles.

Use when essential PHP security patterns including input validation, SQL injection prevention, XSS protection, CSRF tokens, password hashing, secure session…

animation-principles---troubleshooting — an installable skill for AI agents, published by dylantarre/animation-principles.