Analytics & Monitoring Agent Skills for Windsurf (legacy)

Run regression analysis (OLS or logistic) on uploaded CSV/Excel data, generating coefficients, R², p-values, VIF, and plain-language…

Detect performance regressions by comparing benchmarks across versions with latency, throughput, and statistical significance analysis

For Regulatory Feed-Watcher: stratifies standard, burden of proof and counter-argument; result: test product with risk and next step.

When to activate: reinforcement learning, RL, Gymnasium, Stable-Baselines3, PPO, DQN, SAC, reward shaping, agent training

Values a company relative to comparable firms using price multiples (PE, PBV, EV/EBITDA, EV/Sales).

Produce a human-facing visual report — a chart, dashboard, scorecard, or styled summary — that renders as a live page in the screenpipe…

Use when a developer wants to iterate on ONE specific Agent Observability / LLM Obs trace whose output they didn't like — re-running that…

Replicate an existing cohort study's methodology on a different database.

Use when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data…

Use when assembling the reproducible data-and-code supplement for a Journal of Business & Economic Statistics (JBES) paper under the…

Use when preparing the data-availability statement and code/data archive for a Journal of Corporate Finance (JCF) submission under…

Use when preparing Journal of Economic Growth (JEG) data availability statements, replication code, calibration files, digitized…

Use when preparing the replication package for a Journal of International Economics (JIE) manuscript — JIE requires that all materials…

Use when assembling the data and code deposit for an accepted Journal of Labor Economics (JOLE) paper — the JOLE Dataverse Repository, the…

Use to assemble a Quantitative Economics (QE) replication package that passes the Econometric Society Data Editor's pre-acceptance…

Use when assembling the data-and-code replication package for a The Review of Economics and Statistics (REStat) manuscript under the…

Use when assembling the data and code replication package for a The World Bank Economic Review (WBER) manuscript to meet WBER's…

Use when assembling the data and code replication package for a The Economic Journal (EJ) manuscript to the RES / EJ Data Editor standard…

Use when assembling the data and code deposit for a European Economic Review (EER) manuscript under Elsevier's mandatory replication policy.

Use when assembling the data, code, instructions, and experiment software for an Experimental Economics (ExpEcon) manuscript to meet the…

Use when an IMF Economic Review (IMFER) manuscript's data and code must be packaged for reproducibility — including restricted…