Data Science & ML Claude 스킬

AI Audio Transcription

Transcribes audio and video files into structured text and timestamped segments using the OpenAI Whisper API.

AI RAG Chat

Implements a complete Retrieval-Augmented Generation (RAG) chat interface with vector search and document citations.

AI RAG Vectors & Semantic Search

Integrates a vector embedding layer into Next.js applications using pgvector and AI Gateway for high-performance semantic search and retrieval.

AI RAG Application Template

Builds a full-featured Retrieval-Augmented Generation interface with PDF processing, chat, and citation-linked document viewing.

AI Core Foundation

Configures a unified AI Gateway layer to manage and switch between 200+ large language models through a single interface.

AI RAG PDF Viewer

Renders PDF documents in React applications with specialized support for highlighting AI-generated RAG search results.

AI Image Generation

Integrates multi-provider AI image generation capabilities into Next.js applications using Replicate and fal.ai.

Knowledge Sync RAG Connector

Automates the ingestion of external REST API data into a RAG-powered vector database for enhanced AI context.

Roundtable AI Delegation

Orchestrates specialized AI sub-agents to solve complex engineering problems through parallel task delegation.

Prompt Engineering Toolkit

Systematically designs and optimizes Claude prompts using a multi-level methodology for maximum effectiveness and cost efficiency.

ElevenLabs Text-to-Speech

Converts text into high-quality audio files using the ElevenLabs API with customizable voice parameters and presets.

Multi-Agent System Architecture

Designs and implements sophisticated multi-agent workflows using modular orchestration patterns, hierarchical delegation, and deterministic tool coordination.

AI Video Generation

Integrates multi-provider AI video generation capabilities into Next.js applications using Replicate and fal.ai.

Mixed-Methods Findings Writer

Drafts publication-ready sociology Results sections by integrating quantitative and qualitative evidence using structures from top-tier academic journals.

Gemini API Integration

Integrates Google's Gemini API suite into Claude Code for multimodal analysis, image generation, and real-time search grounding.

Gemini Analyst

Delegates high-context tasks and complex vision analysis from Claude to Gemini for optimized multi-model development workflows.

Gemini Embeddings Integration

Generates high-performance text embeddings via the Google Gemini API for semantic search, RAG, and data classification tasks.

Oneiros Agent Continuity

Provides a persistent cognitive architecture for AI agents to maintain long-term memory, context, and identity across multiple sessions.

Sociology Text Analyst

Conducts systematic computational text analysis for sociology research using R or Python with a focus on validation and reproducibility.

Stata Statistical Analyst

Conducts rigorous, publication-ready statistical analysis in Stata for sociology and social science research.

R Statistical Analyst for Sociology

Conducts publication-ready quantitative sociological research using phased R workflows and rigorous econometric methods.

Zotero RAG Library Search

Powers semantic search and contextual retrieval across local libraries of academic papers and markdown documents.

External Model Orchestrator

Orchestrates external AI models like Grok, Gemini, and GPT-5 within Claude Code using deterministic Bash commands and the claudish CLI.

Gemini CLI Integration

Facilitates seamless interaction with the Gemini CLI to leverage Google Gemini models directly within the Claude Code environment.

Video Transcription & Subtitling

Transcribes audio and video files using OpenAI Whisper with support for multiple formats, speaker diarization, and timing synchronization.

Prompt Engineer

Optimizes and designs high-performance LLM prompts using advanced techniques like chain-of-thought and few-shot learning.

Vector Index Tuning

Optimizes vector database performance by tuning HNSW parameters, quantization strategies, and memory usage for high-scale search infrastructure.

HarnessML: Model Diversity

Optimizes machine learning ensembles by analyzing and enhancing model diversity across different algorithmic families and feature sets.

Excel Variance Analyzer

Automates financial budget-vs-actual variance analysis with professional reporting, automated commentary, and executive summaries.

RDKit Cheminformatics

Provides comprehensive tools for molecular analysis, chemical property calculation, and 3D structure generation within scientific research workflows.