Analytics & Monitoring Agent Skills for Claude Code

Transform data into compelling narratives using visualization, context, and persuasive structure.

Create and manage production Grafana dashboards for real-time visualization of system and application metrics.

Executes a rigorous 13-stage non-skippable structural inference pipeline featuring full-source validation, competitive mechanism analysis…

Writes rigorous mathematical proofs for ML/AI theory.

View and analyze Excel (.xls/.xlsx) files using xlcat.

Applies Xu Xiaoming's A-share technical analysis methodology to assess market regimes, evaluate trend-structure signals, and generate…

Guides the architecture, multi-agent orchestration, and rapid calibration of AI-native products with open-ended user behaviors.

Query the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity data, and gene…

Extract cognitive patterns and thinking fingerprints from any text.

Framework for computational fluid dynamics simulations using Python.

Low-level plotting library for full customization.

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

Analyze code, architecture, or systems for real performance costs — runtime complexity, memory allocation patterns, I/O bottlenecks, lock…

Use when: (1) building time series features for data with annual seasonality, (2) working with retail/sales forecasting where…

Create, revise, audit, and export submission-grade scientific figures for Nature-family and other high-impact venues in Python…

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

Fast tokenizers optimized for research and production.

Build an interactive 13F Peer Matrix dashboard showing fund-level % of portfolio positions across a user-defined SuperFund and ticker list.

Inspects Apache HTTP server runtime status, active 1C database web publications, and recent error logs.

Design an A/B experiment — hypothesis, variants, primary metric, and sample size.

Compares stock market sectors across catalysts, trading stages, capital flows, and valuation crowding to guide allocation decisions.