Analytics & Monitoring Agent Skills for Claude Code

This skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write…

Profile and optimize Python code using cProfile, memory profilers, and performance best practices.

Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect…

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis.

Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization.

Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A…

Use when the user asks to filter, query, search, or extract specific rows or columns from an Excel spreadsheet.

Applies Xu Xiaoming's systematic technical analysis methodology to analyze A-share market trends, divergence structures, and trading setups.

Integrates Yandex Metrika reporting for traffic analysis, conversion tracking, and marketing attribution directly within Claude.

Access NIH Metabolomics Workbench via REST API (4,200+ studies).

Assemble a sourced proprietary-data corpus map — sort every candidate data source by one test (can a foundation model already reach it?)…

Generate fast local stills with Z-Image Turbo.

Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes.

Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale…

Agent Designer - Multi-Agent System Architecture

Verify and debug Zoom REST API calls and webhook deliveries from the platform's own records, instead of from your application's logs.

Converts CSV exports to Parquet and validates them against a declared

Build a branded VerityData "13F flow map" — a four-quadrant bubble scatterplot showing institutional accumulation vs change in holder…

Complete 8-step business financial analysis skill.

Revise English AI/ML research-paper prose in the distilled writing style of four AAAI papers from Peng Cui's research group: Stable…

This skill calculates key financial ratios and metrics from financial statement data for investment analysis