Data Science & ML Agent Skills

Business Data Report Generator

Automates the creation of professional, Korean-style business reports and KPI dashboards from raw Excel or CSV data.

Data Report Generator

Generates professional Korean-style business reports and KPI dashboards from Excel and CSV data.

Distributed HEC-RAS Computing

Scales HEC-RAS hydraulic simulations across remote Windows machines, Docker containers, and cloud environments using automated distributed execution.

HEC-RAS Execution Strategy Planner

Analyzes HEC-RAS projects to recommend optimal execution modes, plan ordering, and parallel processing parameters.

AI Critical Thinking Framework

Architects sophisticated AI agents with advanced reasoning capabilities, metacognitive monitoring, and automated self-correction cycles.

Prompt Engineering Architect

Designs and optimizes high-performance LLM prompts using advanced reasoning techniques and model-specific structured formats.

Advanced Math & Algorithms Discovery

Automatically discovers and activates specialized mathematics and algorithm skills for complex computational and theoretical development tasks.

Coolhunter Trend Intelligence

Detects emerging cultural signals and tech trends through real-time news research and advanced elicitation frameworks.

Data Journalism Workflow

Streamlines data journalism projects with specialized workflows for data acquisition, cleaning, analysis, and storytelling.

Research Discovery

Orchestrates specialized research workflows and methodology skills for academic studies, statistical analysis, and systematic reviews.

OpenAI Image Generator

Generates and manages batch AI image assets using OpenAI's DALL-E and GPT image models directly from your development environment.

CocoIndex Pipeline Builder

Builds incremental data processing and vector embedding pipelines using declarative Python-native states and automatic change detection.

Agent SDK Builder

Builds custom AI agents using the OpenHands SDK through an interactive interview and guided implementation process.

Jupyter Notebook Manager

Manages Jupyter notebooks programmatically by reading, editing, executing, and converting .ipynb files for data science workflows.

Nextflow Pipeline Overview

Analyzes and summarizes Nextflow pipelines to provide immediate structural insights and dependency maps.

TensorFlow Model Deployment

Deploy, optimize, and serve TensorFlow and JAX models across production, mobile, and edge environments.

TensorFlow Neural Networks

Builds and trains sophisticated neural network architectures using TensorFlow's Keras API and custom low-level implementations.

TensorFlow Data Pipelines

Builds high-performance, scalable data input pipelines using the TensorFlow tf.data API to maximize training efficiency.

D3.js Visualization

Builds sophisticated, interactive data visualizations and complex SVG-based diagrams using d3.js across various JavaScript environments.

AI Governance Assessment

Conducts comprehensive AI governance and responsible AI audits based on the EU AI Act and NIST AI RMF frameworks.

Prompt Analysis & Optimizer

Analyzes existing AI prompts using a seven-level framework to identify missing components and suggest structural improvements.

Gemini Multimodal Tools

Integrates Google Gemini's multimodal capabilities to analyze PDFs, images, videos, and YouTube links directly within Claude.

Gemini CLI Query

Integrates Google Gemini's reasoning capabilities directly into your terminal for cross-model validation and quick insights.

Self-Improving Agent Builder

Automates the iterative optimization of AI agents through a continuous evaluation, analysis, and research-driven improvement loop.

Prompt Optimizer

Refines and optimizes LLM prompts using Anthropic's structured 4-step improvement workflow.

RAG Architecture Designer

Designs comprehensive Retrieval-Augmented Generation (RAG) systems including ingestion pipelines, retrieval strategies, and optimized technology stacks.

LLM Optimization Advisor

Analyzes and optimizes LLM serving configurations to improve latency, reduce inference costs, and maximize throughput.

Advanced Excel & Financial Model Processor

Automates the creation, modification, and analysis of professional Excel spreadsheets using industry-standard financial modeling and legal automation patterns.

Spreadsheet Automation & Financial Modeling

Automates the creation, analysis, and professional formatting of complex spreadsheets and financial models with visual validation.

ML Pipeline Designer

Designs end-to-end machine learning system architectures tailored to specific business requirements and scalability needs.