Analytics & Monitoring Agent Skills

Constraint-based metabolic modeling (COBRA).

Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data.

Distributed computing for larger-than-RAM pandas/NumPy workflows.

Align, build, review, harden, or operate a production or reproducibility-bound machine-learning system across project purpose, data and…

Produce a rigorous, sector-relative, multi-factor fundamental analysis of a publicly listed company — Indian (NSE/BSE) or US/global.

Specialized skill for financial stock analysis, technical indicators, chart generation, sentiment analysis, and market intelligence

Stock screener for AI agents: filter US stocks and ETFs on the SentiSense Score, the SentiSense Rating letter grade, sentiment direction…

Sentiment and smart-money positioning for US stocks.

Answer stock-terminal commands and market research questions with compact, sourced views of price, sentiment, SentiSense Score, news…

Blend a foundation model (Chronos-2) with a tree model (darts LightGBMModel) for Kaggle Store Sales time-series forecasting.

Use when a strategy has stopped working and you must decide whether its own edge decayed or the whole peer group is impaired, because one…

Systematic trading strategy research — edge hypothesis, statistical validation, and strategy documentation (entry, exit, risk management).

Extracts clean Markdown and structured JSON from native and scanned PDFs with layout preservation and OCR for LLM and RAG pipelines.

Use when designing studies and measurement for a Journal of Applied Psychology (JAP) manuscript so they meet the journal's high bar on…

Use when application is slow, bundle is too large, or investigating performance issues.