Analytics & Monitoring Agent Skills

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization.

Differential gene expression analysis (Python DESeq2).

Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and…

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for…

Python visual creation and matplotlib/seaborn patterns for PBIR reports.

Write docstrings for PyTorch functions and methods following PyTorch conventions.

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal…

Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework.

Interact with Zotero reference management libraries using the pyzotero Python client.

Show qmd configuration and index status for this project.

Query logs from Axiom for debugging (read-only, no ingestion allowed)

Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python).

R visual creation and ggplot2 patterns for PBIR reports.

Create, inspect, validate, explain, and improve Ralph hat collections.

End-to-end workflow from cluster data to deviation reports and optional Jira follow-up

Logging, error messages, and debugging patterns for React.

Debug and optimize AI agents by analyzing reasoning traces, context degradation, tool confusion, instruction drift, repeated task…

This skill should be used when users need to create or debug Bloblang transformation scripts.

Manually refresh wallet balances shown in a compatible CLI status line.

Execute this skill empowers AI assistant to perform regression analysis

Use when assembling the data and code deposit for a Journal of Environmental Economics and Management (JEEM) manuscript — meeting JEEM's…