Data Science & ML Agent Skills for DeepSeek Harness

Guide to Bokeh for interactive browser-based research visualizations

Build falsifiable causal hypotheses: DAGs, FPCI, equivalence testing.

This skill should be used when the user asks to "implement a DiD regression", "write a causal inference pipeline", "set up an event…

This skill covers causal machine learning methods in applied economics and quantitative social science.

Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and…

Run a heavy neural-trader job (long walk-forward, big Monte-Carlo, parameter sweep, model training) on the Anthropic Managed Agent cloud…

COMSOL Multiphysics skill for continuum-scale nanomaterial and device modeling

COMSOL finite element skill for multiphysics simulations including electromagnetics, heat transfer, and fluid dynamics

CRDC — biennial OCR survey of all U.S. public schools (2011-2021).

Expert integration with NVIDIA GPU-accelerated math libraries.

Expert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.

Clean a CSV/TSV/Excel file - fix headers, trim whitespace, remove duplicates, validate

Produce documented data cleaning scripts that log every transformation with N before/after each step, generate a CONSORT-style exclusion…

Rich downstream visualisation and reporting for bulk RNA-seq differential expression and scRNA marker/contrast

Dynamic Light Scattering skill for hydrodynamic size distribution and polydispersity analysis

Problem-solving strategies for eigenvalues in linear algebra

Compute HEIM diversity and equity metrics from VCF or ancestry data.

Expert skill for flight control law development and tuning

Galaxy tool discovery, intelligent recommendation, and execution — 8,000+ bioinformatics tools from usegalaxy.org

Data quality validation skill using Great Expectations for schema validation, expectation suites, data documentation, and automated data…

Gene Set Enrichment Analysis skill for functional annotation and pathway interpretation