Analytics & Monitoring Agent Skills

Prepare R packages for CRAN submission by checking for common ad-hoc requirements not caught by devtools::check().

Investigate a Linux workstation crash or unexpected reboot.

Create, update, inspect, or repair Data Analytics semantic layers.

Create a new built-in classification evaluator for Phoenix evals.

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models.

Analyzes credit data quality across banking, consumer finance, and lending datasets using data tables and accompanying dictionaries.

Run a complete, read-only audit of a HubSpot CRM portal (duplicates, completeness, data quality, freshness, deliverability, pipeline…

Use when starting a new ML task that structurally resembles a known competition (recommendation ↔ retail, demand ↔ supply, churn ↔ fraud…

Use when designing the empirical study for a Journal of International Business Studies (JIBS) manuscript — matching a cross-country and/or…

End-to-end cross-national comparison study using KNHANES + NHANES + CHNS (or other parallel surveys).

Use when estimating and reporting results for a Journal of International Marketing (JIM) manuscript — measurement-invariance testing…

This skill should be used when the user asks about ctrlsys routines, control theory functions, LQR design, Riccati solvers, Kalman…

Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF.

Use for GPU-accelerated machine learning on tabular data using NVIDIA cuML.

Use when the user has written (or wants to write) a `ModularPipelineBlocks` subclass in a local Python file and needs to package it into a…

Personal cycling performance coaching skill.

Find, explain and monitor canonical Australian development projects with DA Leads Project Intelligence.

Guided builder of dashboards for marketing, sales, support, finance, and inventory.

Skill to generate executive dashboards from Azure DevOps data.

Use when running and reporting the empirical analysis for a Journal of International Business Studies (JIBS) manuscript — cross-national…

Use when estimating models and defeating endogeneity for a Strategic Management Journal (SMJ) manuscript — the single highest bar at SMJ.