Data Science & ML Agent Skills

R Shiny Documentation Guide

Queries official R Shiny framework documentation to build, debug, and deploy interactive web applications.

R Documentation Guide

Accesses real-time R package documentation, vignettes, and task views across CRAN, tidyverse, and Bioconductor ecosystems.

Prediction Model & ML Paper Writer

Generates publication-ready methods and results sections for clinical prediction and machine learning papers using TRIPOD+AI standards.

AI Lifecycle Management

Standardizes AI/ML delivery with end-to-end guidance on experiment design, model validation, and governance for production-grade AI.

Scientific Paper Writing Core

Enforces rigorous academic integrity and adherence to international reporting guidelines for quantitative research manuscripts.

Find Similar: Cross-Domain Pattern Search

Identifies and verifies recurring structural patterns across diverse domains to validate novelty and discover universal insights.

Dialectic Spiral

Stress-tests research findings and syntheses through recursive adversarial testing to uncover hidden biases and overlooked evidence.

Source Omission Analysis

Analyzes information gaps and silences across multiple sources to reveal structural biases, funding influences, and hidden narrative frames.

Claude Agent SDK Skill

Enables developers to programmatically build, design, and orchestrate autonomous AI agents using the Claude Agent SDK.

Running Coach AI Index

Manages a centralized catalog of AI coaching skills, TypeScript contracts, and safety guardrails for the Run-Smart platform.

Anthropic XLSX for OpenClaw

Processes and manipulates Excel spreadsheets within the OpenClaw environment using native tool execution flows.

Intelligent Model Router

Optimizes AI workloads by intelligently routing tasks to the most suitable model profile based on quality, latency, and cost constraints.

Market Research & Intelligence

Conducts data-driven market research, competitive analysis, and investor due diligence with verified source attribution.

Cost-Aware LLM Pipeline Optimizer

Optimizes LLM workflows and pipeline architectures by balancing performance tradeoffs and operational costs through evidence-based decision making.

Regex vs LLM Structured Text Parser

Optimizes structured text extraction by combining high-speed Regex patterns with LLM validation for complex edge cases.

Agent Harness Architect

Designs and optimizes AI agent action spaces and tool definitions to maximize completion rates and reliability.

Market Research & Intelligence

Conducts deep market research, competitive analysis, and investor due diligence with verified sourcing and decision-ready summaries.

Financial Analyst Assistant

Performs specialized financial analysis and modeling using OpenClaw-native workflows and explicit verification.

Financial Analyst

Performs automated financial ratio analysis, DCF valuations, and rolling forecast construction for data-driven strategic decision-making.

On-Device Foundation Model Workflows

Streamlines the implementation and verification of foundation models on local devices using OpenClaw-native workflows.

Senior Computer Vision Engineer

Architects and deploys production-grade computer vision systems for object detection, image segmentation, and visual AI tasks.

AI Agent Harness Design

Optimizes AI agent action spaces and tool definitions to maximize completion rates and task reliability within Claude Code.

Agent Harness Construction

Optimizes AI agent tool definitions, observation formats, and action spaces to maximize task completion rates.

Senior Computer Vision Engineering

Provides senior-level computer vision expertise and deterministic guidance for OpenClaw-native development workflows.

Agent Harness Construction

Orchestrates AI agent behavior and infrastructure to ensure reliable, high-performance execution within the OpenClaw ecosystem.

Senior Prompt Engineer

Optimizes LLM prompts, evaluates RAG performance, and designs sophisticated agentic workflows for AI-driven applications.

Structured Data Extraction Architect

Optimizes data extraction pipelines by evaluating and implementing regex-based versus LLM-driven parsing strategies.

Senior Prompt Engineer

Optimizes prompts, evaluates RAG performance, and designs complex agentic workflows for high-performance LLM applications.

Engineering Team Senior Data Scientist

Empowers Claude with senior-level data science expertise and engineering-grade execution patterns for complex data workflows.

XLSX Spreadsheet Expert

Automates professional spreadsheet creation, financial modeling, and data analysis with dynamic formulas and industry-standard formatting.