Data Science & ML Agent Skills

Discover Agent Skills for data science & ml. Browse 61skills for Claude, ChatGPT & Codex.

ML Inference Optimization

Optimizes machine learning model performance by reducing latency and memory footprint through advanced compression and deployment strategies.

Data Science & ML

AI Governance & Compliance

Guides the implementation of AI governance, regulatory compliance, and responsible AI practices using frameworks like the EU AI Act and NIST AI RMF.

Data Science & ML

Machine Learning System Design

Architects production-grade machine learning systems including end-to-end pipelines, feature stores, and scalable model serving infrastructure.

Data Science & ML

Ethics Review & Impact Assessment

Evaluates technology and AI systems for ethical risks using comprehensive impact assessments and responsible innovation frameworks.

Data Science & ML

SAP AI Core

Deploys and manages enterprise AI/ML workloads, Generative AI Hub models, and orchestration pipelines on SAP BTP.

Data Science & ML

DSPy Haystack Integration

Optimizes Haystack RAG pipelines by leveraging DSPy's data-driven prompt tuning and programmatic optimization capabilities.

Data Science & ML

Recommendation System Engineering

Deploys production-ready recommendation architectures featuring multi-tier caching, feature stores, and automated A/B testing frameworks.

Data Science & ML

ML Pipeline Automation

Orchestrates end-to-end machine learning workflows using industry-standard tools like Airflow, Kubeflow, and MLflow.

Data Science & ML

SAP HANA Machine Learning (hana-ml)

Develops and deploys in-database machine learning models using the SAP HANA Python Client for PAL, APL, and AutoML workflows.

Data Science & ML

SAP Cloud SDK for AI

Integrates SAP AI Core and Generative AI Hub capabilities into JavaScript and Java applications with enterprise-grade orchestration and security features.

Data Science & ML

SAP Data Intelligence Cloud Development

Builds and optimizes data processing pipelines, integrations, and machine learning scenarios within the SAP Data Intelligence Cloud environment.

Data Science & ML

LiteLLM Integration

Simplifies LLM API integration by providing a unified Python interface for over 100 providers using a consistent OpenAI-compatible format.

Data Science & ML

Llamafile Local LLM

Simplifies the installation, configuration, and management of Mozilla Llamafile for running local, OpenAI-compatible LLMs.

Data Science & ML

Remote Run Over SSH

Executes machine learning examples on remote GPU hosts via SSH by syncing minimal workspaces and launching Docker-based training scripts.

Data Science & ML

Mozilla Llamafile Integration

Configures and manages local LLM inference using Mozilla Llamafile to provide offline, OpenAI-compatible AI capabilities.

Data Science & ML

LiteLLM Interface

Simplifies LLM interactions by providing a unified Python interface for 100+ AI providers with consistent OpenAI-format syntax.

Data Science & ML

Ontology Permissible Value Mapper

Maps LinkML enum permissible values to verified ontology terms and CURIEs using the Ontology Access Kit (OAK).

Data Science & ML

AI Research Analyst

Conducts deep-dive information gathering and data synthesis to produce actionable strategic insights and comprehensive reports.

Data Science & ML

Excel & Financial Modeling

Creates, analyzes, and manages complex Excel spreadsheets with a focus on financial modeling standards and formula integrity.

Data Science & ML

LLM Architect

Designs, optimizes, and deploys scalable large language model architectures and high-performance RAG systems.

Data Science & ML

LLM Task Delegation Core

Orchestrates task delegation to external LLM services by offloading high-token execution while maintaining central reasoning within Claude.

Data Science & ML

Python Performance Optimizer

Profiles and optimizes Python code to identify bottlenecks, reduce latency, and minimize memory consumption using industry-standard tools.

Data Science & ML

Co-Researcher Orchestrator

Facilitates PhD-level academic research by managing specialized methodology skills and enforcing rigorous scientific standards.

Data Science & ML

Methodology Design Specialist

Provides PhD-level guidance for selecting, designing, and validating academic and scientific research methodologies.

Data Science & ML

Academic Peer Reviewer

Provides rigorous, PhD-level critiques of academic manuscripts and research methodologies to ensure high-impact scholarly standards.

Data Science & ML

Lateral Thinking Specialist

Facilitates breakthrough problem-solving by applying first-principles reasoning and cross-domain analogies to overcome complex technical bottlenecks.

Data Science & ML

Quantitative Analysis & Statistics

Conducts rigorous statistical analysis, power calculations, and data interpretation using PhD-level methodologies.

Data Science & ML

Qualitative Research Specialist

Guides the design and execution of rigorous qualitative studies, thematic analysis, and coding schemes for non-numerical data.

Data Science & ML

Research Methodology Expert

Matches complex research questions to rigorous experimental designs, sampling strategies, and validity controls using PhD-level frameworks.

Data Science & ML

Llamafile Local LLM

Configures and manages local LLM inference using Mozilla's llamafile to provide offline, OpenAI-compatible AI capabilities.

Data Science & ML

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