Data Science & ML Agent Skills

FDA Drug Labels Search

Searches the official FDA drug labels database using natural language queries to retrieve prescribing information, safety data, and dosing guidelines.

Scientific Literature Search

Conducts comprehensive semantic searches across major scientific databases like PubMed and arXiv using natural language queries.

ChEMBL Semantic Search

Searches the ChEMBL database of bioactive molecules and drug targets using natural language queries.

Open Targets Search

Performs natural language semantic searches across the Open Targets database for drug-disease associations and target validation.

Clinical Trials Search

Enables natural language searching of ClinicalTrials.gov to find study outcomes, recruitment status, and medical intervention data.

arXiv Search

Performs semantic, natural language searches across the complete arXiv preprint archive for physics, math, and computer science research.

Peer Reviewer for Researchers

Simulates scholarly peer reviews by grounding critiques in specific theoretical and methodological perspectives retrieved from Zotero.

Biomedical Search

Conducts comprehensive, natural language semantic searches across major biomedical databases like PubMed, ClinicalTrials.gov, and FDA labels.

Rowan Computational Chemistry

Automates complex quantum chemistry workflows and molecular simulations through a high-level cloud-based Python API.

Excel & Spreadsheet Mastery

Automates professional spreadsheet creation, financial modeling, and data analysis with formula-aware editing and industry-standard formatting.

Model Council

Orchestrates parallel reasoning across multiple AI models to synthesize high-confidence solutions through consensus and architectural diversity.

Literature Synthesis & Analysis

Synthesizes academic literature corpora into theoretical maps and debate frameworks using Zotero integration.

Lyapunov Function Analysis

Analyzes the stability and qualitative behavior of dynamical systems using scalar functions that decrease along trajectories.

Multiversal Finance

Implements decentralized prediction markets for evaluating the 'interestingness' of deterministic observations using compression progress metrics.

Modelica Multi-Domain Modeling

Simulates complex physical systems using acausal equation-based modeling and Wolfram Language integration.

Invariant Set Dynamics

Analyzes and defines sets preserved by flows in dynamical systems to model long-term stability and system behavior.

Hopf Bifurcation Dynamics

Analyzes and implements Hopf bifurcations to create limit cycles from equilibrium points in complex dynamical systems.

IES-Flox Development Environment

Provides a focused development environment for Clojure, Julia, and Python scripting integrated with high-performance media processing and deterministic coloring.

LaSalle Invariance Stability Analysis

Analyzes the asymptotic stability of dynamical systems using the LaSalle Invariance principle to determine long-term qualitative behavior.

KOS Robotics Firmware

Manages robot firmware and hardware abstractions using Rust and gRPC for seamless sim-to-real transitions.

R Object-Oriented Programming

Guides R developers in choosing and implementing the optimal OOP system, including S7, S3, S4, and vctrs.

GNU Guile Scheme Interpreter

Executes GNU Scheme code to enable symbolic logic, functional programming, and advanced topological data analysis within Claude.

L-Space Narrative & Causality Analyzer

Extracts narrative arcs, measures token novelty, and generates causality graphs from text and code repositories.

Invariant Measure Analysis

Analyzes dynamical systems to identify measures preserved by flow and evaluate qualitative stability behavior.

HyJAX Relational Thread Analyzer

Analyzes conversation threads and concept networks using relational ACSet patterns and HyJAX structures.

Gay.jl Color & Trit Integration

Integrates deterministic color generation with bisimulation game semantics and GF(3) conservation verification.

Algebraic Graph Rewriting

Performs category-theoretic graph transformations and declarative data structure rewrites using DPO, SPO, and SqPO techniques.

Harmonic Centrality Transport

Implements topological transport and harmonic centrality gadgets with GF(3) conservation for advanced mathematical and linguistic data modeling.

Monoco Document Extractor

Converts PDFs, Office documents, and images into high-quality WebP pages optimized for Vision Language Model analysis.

Conversation Delta Derivation

Extracts and verifies information deltas between Claude.ai conversation exports using ACSets morphisms and bisimulation verification.