Analytics & Monitoring Agent Skills for Windsurf (legacy)

Show current session status including context usage estimate and project state.

This skill should be used when the user asks to "set up a status line", "configure the footer", "show context window usage", "add a…

Inspect and manage the live agent context window with Context X-Ray.

Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.

Ingest a corpus of session logs (JSONL transcripts, chat exports) and extract a persona profile — vocabulary frequency, unique idioms and…

Use when AI inference costs are growing unexpectedly, when comparing model choices by cost/quality ratio, or when optimizing token usage…

Computes cost of equity (CAPM), cost of debt (synthetic rating), and weighted average cost of capital (WACC) for any company in any…

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.