Skill Directory

AI Skill Directory

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

personjakexiaoAPI key: unconfirmed

audio-extract

Extracts audio track from a video file. Use when you need to get audio from video, prepare audio for transcription, or separate audio from video content. Runs locally with no API key required.

download7deployed_code—star3
personjakexiaoAPI key: unconfirmed

image-extend

Extends an image canvas by adding padding on all sides with a solid background color. Use when you need to add borders, margins, or expand the canvas area around an image.

download7deployed_code—star3
personjakexiaoAPI key: unconfirmed

voice-agent-prompt

Engineer system prompts for LiveKit voice agents with multilingual support. Use when creating or optimizing AI agent conversation flows.

download7deployed_code—star4
personjakexiaoAPI key: unconfirmed

tailored-resume-generator

Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

download7deployed_code—star0
personjakexiaoAPI key: unconfirmed

Classification Modeling

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

Feature Engineering

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

Model Hyperparameter Tuning

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

image-resize

Resizes an image to specified dimensions. Use when you need to change image size, create thumbnails, or prepare images for specific display requirements.

download7deployed_code—star3
personjakexiaoAPI key: unconfirmed

image-convert

Converts an image to a different format (PNG, JPG, WebP). Use when you need to change image formats, optimize for web, or prepare images for specific applications.

download7deployed_code—star3
personjakexiaoAPI key: unconfirmed

rag-engineer

RAG pipeline architect. Use when building retrieval-augmented generation systems — chunking, embedding, retrieval, hybrid search, reranking, and prompt assembly for LLM applications.

download7deployed_code—star0
personjakexiaoAPI key: unconfirmed

thumbnail-generator

Generate cinematic AI image prompts for YouTube thumbnails, LinkedIn posts, and social media visuals in Dhruv's signature style. Use when user asks for a thumbnail, image prompt, social media visual, …

download7deployed_code—star5
personjakexiaoAPI key: unconfirmed

game-audio

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

download7deployed_code—star219
personjakexiaoAPI key: unconfirmed

Clustering Analysis

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

ML Model Explanation

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

Regression Modeling

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

image-crop

Crops an image to specified dimensions around a focal point. Use when you need to extract a portion of an image, create thumbnails with custom positioning, or prepare images for specific aspect ratios…

download7deployed_code—star3
personjakexiaoAPI key: unconfirmed

image-upscale

Upscales an image using AI super-resolution to increase resolution with detail generation. Use when you need to enlarge images, improve low-resolution photos, or prepare images for large-format displa…

download7deployed_code—star3
personjakexiaoAPI key: unconfirmed

vector-search-engineer

Vector database and similarity search expert. Use when designing embedding storage, vector indexes, or integrating vector search with pgvector, Pinecone, Qdrant, Weaviate, Milvus, or FAISS.

download7deployed_code—star0
personjakexiaoAPI key: unconfirmed

prompt-engineer

Design, optimize, and test AI model prompts using systematic prompt engineering techniques, including few-shot learning, chain of thought, and structured output.

download7deployed_code—star73
personjakexiaoAPI key: unconfirmed

Anomaly Detection

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

Dimensionality Reduction

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

ML Pipeline Automation

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

download7deployed_code—star132
personjakexiaoAPI key: unconfirmed

Sentiment Analysis

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

download7deployed_code—star132