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.

BioRxiv Scientific Search

Enables natural language semantic search across the complete bioRxiv database of biological science preprints.

ChEMBL Semantic Search

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

MedRxiv Search

Searches the medRxiv database for medical and health sciences preprints using natural language semantic queries.

Scientific Literature Search

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

Peer Reviewer for Researchers

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

DrugBank Search

Performs semantic natural language searches across the comprehensive DrugBank database for drug mechanisms, interactions, and pharmacology data.

Investment Analysis Protocol

Enforces rigorous data verification and anti-hallucination protocols for financial analysis agents using direct web search and cross-referencing.

Literature Synthesis & Analysis

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

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.

Stock Analysis Verification

Enforces rigorous data verification protocols for AI-driven stock and ETF analysis to eliminate hallucinations.

Multiversal Finance

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

Lyapunov Function Analysis

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

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.

Topological Logic & GF(3) Verification

Verifies mathematical conservation laws and manages autopoietic logic within topological computational frameworks.

Invariant Measure Analysis

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

Operad Composition Skill

Enables structured generation and algebraic composition of n-ary operations using colored operads.

IES-Flox Development Environment

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

KOS Robotics Firmware

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

Hopf Bifurcation Dynamics

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

L-Space Narrative & Causality Analyzer

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

GNU Guile Scheme Interpreter

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

LaSalle Invariance Stability Analysis

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

Harmonic Centrality Transport

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

HyJAX Relational Thread Analyzer

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

Algebraic Graph Rewriting

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

Gay.jl Color & Trit Integration

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

DisCoPy Categorical Computing

Implements compositional string diagrams and operadic structures for categorical computing and active inference.