Analytics & Monitoring Agent Skills

Use when a Journal of Financial Economics (JFE) result needs the exhaustive robustness battery the journal is known for — alternative…

Use when an Experimental Economics (ExpEcon) result may be a power artifact, multiple-comparisons artifact, or sensitive to the inference…

Use when planning or auditing the robustness, sensitivity, and multiple-testing battery for a The Journal of Finance (JF) manuscript.

Use when building the robustness suite and online appendix for a Quarterly Journal of Economics (QJE) manuscript — the extensive checks…

Use when a European Economic Review (EER) result must be shown to survive specification, sample, measurement, and inference changes — the…

Use when an International Economic Review (IER) result may be sensitive to specification, sample, functional form, calibration, or…

Use when a Journal of Environmental Economics and Management (JEEM) manuscript's headline estimate — a damage, WTP, pass-through, or…

Use when results for a Journal of Economic Geography (JEG) manuscript may be sensitive to spatial scale, the weight matrix, spatial…

Use when a Journal of Health Economics (JHE) result must be shown stable to specification, sample, inference, and mechanism threats before…

Use when organizing robustness and sensitivity checks for a Journal of Law, Economics, and Organization (JLEO) manuscript — structuring…

Use when a Journal of Money, Credit and Banking (JMCB) result may be specification-, sample-, or inference-sensitive and you need to plan…

Use when results for a The World Bank Economic Review (WBER) manuscript may be sensitive to specification, sample, measurement, or…

Use when an IMF Economic Review (IMFER) manuscript's headline cross-country estimate must be shown to survive specification, sample…

Use when a The Journal of Law and Economics (JLE) manuscript's headline estimate must be shown to survive specification, sample…

Use when the headline estimate of a The Review of Economics and Statistics (REStat) manuscript needs to survive specification, sample…

Use when results may be sensitive — to specification, sample, measurement, or inference for quantitative work, or to interpretation and…

Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging

Coverage summary — per-scope, per-system, or per-migration-state breakdown of article + capability + functionality counts.

Root-cause a production error from Google Cloud Logging by correlating it into a single request's log trail and locating the offending code.

5 Whys, Fishbone diagrams, Fault Tree Analysis, and systematic debugging approaches.

Systematic root cause analysis skill with multiple investigation methodologies.