Data Science & ML Agent Skills

A-Share Comps Analysis

Generates institutional-grade financial peer comparison tables for China A-share companies in Excel format.

CN Equity Research: Initiating Coverage

Generates institutional-grade A-share initiating coverage reports with comprehensive financial modeling and valuation.

A-Share Thesis Tracker

Tracks and validates A-share investment logic and core hypotheses through real-time financial data and catalyst monitoring.

A-Share Morning Note Generator

Generates professional daily A-share morning reports covering global markets, domestic sector rotations, and strategic investment targets.

A-Share DCF Financial Modeler

Generates institutional-grade DCF valuation models for A-share companies using local financial data and RMB-denominated risk metrics.

A-Share Industry Research & Analysis

Generates professional 20+ page equity research reports for A-share industries using real-time financial data and Shenwan classification standards.

China M&A Analysis Model

Automates the creation of professional Chinese M&A models and regulatory reports following CSRC guidelines.

CN Equity Idea Generation

Automates A-share stock selection and investment opportunity discovery using quantitative screening and market micro-structure analysis.

vLLM Dependency & Build Comparator

Compares vLLM requirements and Dockerfiles across versions to identify dependency changes and build configuration shifts.

Cross-National Comparative Research Designer

Guides the design and execution of cross-national comparative survey experiments using social science best practices and methodological standards.

List Experiment Designer

Guides the design, implementation, and statistical analysis of list experiments to measure sensitive behaviors accurately.

Conjoint Design Expert

Facilitates the design, power analysis, and statistical specification of conjoint and factorial vignette experiments based on social science standards.

Survey Instrument Designer

Guides the creation of high-quality survey instruments for experimental social science research using evidence-based methodological standards.

Scientific Methods Reporter

Audits and drafts high-transparency reporting sections for experimental social science following JARS-Quant and CONSORT standards.

Conjoint Experiment Diagnostics

Evaluates and audits choice-based conjoint experiments using systematic social science standards and statistical best practices.

Pre-Analysis Plan Writer

Guides the creation of rigorous pre-analysis plans (PAPs) for experimental social science following DA-RT and APSA transparency standards.

Social Science Text Classification

Guides researchers through rigorous LLM-based text classification for survey and experimental data using social science methodological standards.

Topic Modeling for Survey Data

Guides the specification, validation, and reporting of Structural Topic Models (STM) for survey and experimental text data.

Causal Hypothesis Architect

Transforms theoretical concepts into rigorous, falsifiable hypotheses and formal statistical estimands for experimental and social science research.

Bioinformatics Toolkit (gget)

Accesses 20+ genomic databases for rapid bioinformatics queries, sequence analysis, and protein structure prediction.

Codeinterpreter Automation

Automates sandboxed code execution and data processing tasks using Composio's Codeinterpreter via Rube MCP.

Mistral AI Automation

Automates Mistral AI operations including completions, embeddings, and fine-tuning through the Rube MCP and Composio toolkit.

Census Bureau Automation

Automates the retrieval and analysis of US Census Bureau data through the Rube MCP integration.

Rosette Text Analytics Automation

Automates advanced natural language processing and text analysis tasks through the Rosette API via Rube MCP.

Ontology Access Kit (OAK)

Provides advanced capabilities for querying, visualizing, and manipulating complex ontologies through the Ontology Access Kit (OAK).

DOSDP Ontology Design Patterns

Ensures consistency in ontology term creation by applying Dead Simple Ontology Design Patterns (DOSDP) for standardized naming, definitions, and logical axioms.

OBO Ontology Editor

Simplifies the process of editing, querying, and managing OBO format ontologies through specialized scripts and standardized curation workflows.

PDF Processing Pro

Automates complex PDF workflows including form filling, table extraction, OCR, and batch operations with production-grade validation.

Excel Spreadsheet Management

Automates the creation, editing, and analysis of professional Excel spreadsheets with advanced formula support and financial modeling standards.

DOSDP Design Patterns

Applies Dead Simple Ontology Design Patterns to ensure consistency in term creation, naming conventions, and logical definitions.