Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoNo key required

Classification Modeling

Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods for categorical prediction and classification

download7deployed_codestar132
personjakexiaoNo key required

Feature Engineering

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

download7deployed_codestar132
personjakexiaoNo key required

Model Hyperparameter Tuning

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

download7deployed_codestar132
personjakexiaoNo key required

"moai-alfred-expertise-detection"

Enterprise AI-powered user expertise detection with behavioral analysis, communication pattern recognition, code complexity assessment, Context7 integration, and adaptive response calibration; activat…

download7deployed_codestar3
personjakexiaoNo key required

hf-mcp

Use Hugging Face Hub via MCP server tools. Search models, datasets, Spaces, papers. Get repo details, fetch documentation, run compute jobs, and use Gradio Spaces as AI tools. Available when connected…

download7deployed_codestar0
personjakexiaoNo key required

researching-web

Web research via Perplexity AI. Use for technical comparisons (X vs Y), best practices, industry standards, documentation. Triggers on "research", "compare", "vs", "best practice", "which is better", …

download7deployed_codestar10
personjakexiaoNo key required

subagent-teams

Orchestrate complex tasks by delegating work to parallel subagent teams, preserving the main context window and preventing auto-compact. This skill should be used when users ask to apply subagent-team…

download7deployed_codestar0
personjakexiaoNo key required

game-audio

Game audio principles. Sound design, music integration, adaptive audio systems.

download7deployed_codestar219
personjakexiaoNo key required

Clustering Analysis

Identify groups and patterns in data using k-means, hierarchical clustering, and DBSCAN for cluster discovery, customer segmentation, and unsupervised learning

download7deployed_codestar132
personjakexiaoNo key required

ML Model Explanation

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

download7deployed_codestar132
personjakexiaoNo key required

Regression Modeling

Build predictive models using linear regression, polynomial regression, and regularized regression for continuous prediction, trend forecasting, and relationship quantification

download7deployed_codestar132
personjakexiaoNo key required

gemini-files

Upload and manage files using Google Gemini File API via scripts/. Use for uploading images, audio, video, PDFs, and other files for use with Gemini models. Supports file upload, status checking, and …

download7deployed_codestar1
personjakexiaoNo key required

hugging-face-trackio

Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API) or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard visualization…

download7deployed_codestar0
personjakexiaoNo key required

ai-models

Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate

download7deployed_codestar532
personjakexiaoNo key required

Anomaly Detection

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

download7deployed_codestar132
personjakexiaoNo key required

Dimensionality Reduction

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

download7deployed_codestar132
personjakexiaoNo key required

ML Pipeline Automation

Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow, Kubeflow, and Jenkins

download7deployed_codestar132
personjakexiaoNo key required

Sentiment Analysis

Classify text sentiment using NLP techniques, lexicon-based analysis, and machine learning for opinion mining, brand monitoring, and customer feedback analysis

download7deployed_codestar132
personjakexiaoNo key required

gemini-text

Generate text content using Google Gemini models via scripts/. Use for text generation, multimodal prompts with images, thinking mode for complex reasoning, JSON-formatted outputs, and Google Search g…

download7deployed_codestar1
personjakexiaoNo key required

debating-ideas

Dialectic thinking — spawn thesis and antithesis agents to stress-test ideas, then synthesize and verify against code. Use when user says "debate", "argue both sides", "devil's advocate", "stress test…

download7deployed_codestar10
personjakexiaoNo key required

ai-native-dev

Comprehensive AI-Native system development and deployment planning through interactive Q&A. Use when users want to design AI-powered applications with AI Agents, plan microservice architectures, defin…

download7deployed_codestar0