Analytics & Monitoring Agent Skills

Use to enforce Science's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with…

Use when preparing or auditing the statistical analysis and reporting of a JAMA manuscript so it survives JAMA's dedicated statistical…

Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3).

Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O…

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

Provides comprehensive technical analysis for stocks and ETFs using RSI, MACD, Bollinger Bands, and other indicators.

Synthesizes real-time market data, company announcements, news timelines, and research reports into objective equity analysis summaries.

Earnings analysis for US stocks, organized by fiscal quarter: what the company reported, the editorial headline, marquee KPI highlights…

Strands conversation/context manager patterns, including sliding window with summarization.

Emit real-time progress events for streaming UI consumption.

Design, audit, or implement application structured logging architecture from repository evidence.

Implements standardized, structured logging and sensitive data handling to improve application observability and debugging.

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

Use when designing the study behind a Global Change Biology (GCB) manuscript — manipulative experiments, observational/gradient studies…

Use when designing studies for a Journal of Educational Psychology manuscript so they meet the journal's standards for educational…

Use when designing studies for a Psychological Science manuscript so they meet the journal's standards for power, sample-size…

Apply a pack's house style (header strip, card chrome, page background) to a NEW or rebuilt report page so it matches pages already shipped.

Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights.

Expert guidance for designing effective Apache Superset dashboards with professional layouts, intuitive navigation, and optimized user…

Supervise a frozen or explicitly specified experiment on a local or SSH-accessible Linux host: inspect and idempotently prepare the…

Automated supplier performance scorecard generation with KPI tracking and trend analysis