Analytics & Monitoring Agent Skills for Claude Desktop

Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies.

Write effective blameless postmortems with root cause analysis, timelines, and action items.

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.

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

Use this skill any time a spreadsheet file is the primary input or output.

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

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?)…

Stack-neutral logging rules. Treat logs as a contract structured records (not free text), fixed schema (timestamp, severity, event, trace…

Generate fast local stills with Z-Image Turbo.

Systematic review and meta-analysis for clinical and preclinical evidence.

State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers.

Agent Designer - Multi-Agent System Architecture

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…