全部能力

Build NLP applications using transformers library, BERT, GPT, text classification, named entity recognition, and sentiment analysis

Identify unusual patterns, outliers, and anomalies in data using statistical methods, isolation forests, and autoencoders for fraud detection and quality…

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

Design and orchestrate multi-agent systems. Use when building complex AI systems requiring specialization, parallel processing, or collaborative…

Reduce feature dimensionality using PCA, t-SNE, and feature selection for feature reduction, visualization, and computational efficiency

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured…

Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention visualization for explainability

Use multiple Claude agents to investigate and fix independent problems concurrently

Fetches real-time and historical market data, financial news, and fundamental data for trading decisions

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

Optimize hyperparameters using grid search, random search, Bayesian optimization, and automated ML frameworks like Optuna and Hyperopt

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.

This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command…

Core BMAD Method orchestrator and workflow manager

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

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

Generate STAR stories, practice questions, and talking points from resume

Use this skill whenever the user wants to generate detailed English prompts for AI image tools (NanoBanana / Gemini / DALL-E / Midjourney) to produce…

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing…

Plan multi-step workflows using capability graph and Codex-powered goal decomposition with HTN-style hierarchical task planning.