Skills

Validates and enforces preconditions, postconditions, and invariants for functions to ensure robust and predictable software design.

Coordinates and manages multiple AI agents to collaboratively solve complex tasks by defining roles, interactions, and workflow strategies.

Guides AI through test-driven development by requiring tests to be written before implementation, ensuring code is verified and validated at each development stage.

Optimizes database queries by analyzing query structure, identifying performance bottlenecks, and suggesting index improvements or query rewriting strategies.

Generates a complete ATAC-seq data processing pipeline, automating steps like read alignment, peak calling, quality control, and downstream analysis for chromatin accessibility studies.

Maps and visualizes software project navigation flows, generating architectural diagrams that illustrate component interactions and routing pathways.

Generates various data visualization plots and charts using Python libraries like Matplotlib, Seaborn, or Plotly to help users quickly visualize and analyze data.

Guides AI agents through computational analysis of single-cell ATAC-seq data, including preprocessing, quality control, peak calling, clustering, and differential accessibility analysis.

Guides AI agents through generating a complete Genome-Wide Association Study (GWAS) pipeline, including data preprocessing, statistical analysis, and visualization of genetic variants associated wi...

Manages software development workflows in TAPD by enabling querying, creating, updating, and tracking requirements, defects, tasks, iterations, test cases, and work hours through API interactions.

Analyzes and executes trading mechanics for pump.fun token launches, tracking liquidity, trading volume, and potential market manipulation strategies.

bio-pileup-generation skill from gptomics/bioskills