Analytics & Monitoring Agent Skills

Use to visualize churn, expansion, and health metrics across cohorts.

When the user wants to reduce churn, improve user engagement, or increase lifetime value.

Document ingestion, parsing, chunking, embeddings, vector stores,

Analysis for a run and its results, process, suggestions for process improvements, process optimizations, fixes, etc. for the next runs.

Retune a skill corpus for a new model, measurement-first: mine the run archive for a baseline, establish a noise floor, audit the corpus…

Revenue forecasting methodology, forecast categories, pipeline analysis, and predictability for B2B revenue teams.

Use when auditing Review of Finance empirical or theoretical analysis: sample construction, identification, asset-pricing tests…

Use when designing Review of Finance tables and figures under the 60-page total cap, including empirical-finance exhibits, theory figures…

Conduct AI/ML research as a science - first-principles reasoning, mechanism-level hypotheses, falsifiable predictions, discriminative…

Build a self-contained, sortable HTML table (plus a matching single-page PDF) showing how each company in a SET changed its SEC risk…

Monitor portfolio risk, R-multiples, and position limits.

Risk analysis in real estate auctions. 36-point score, legal/financial/operational risks, stress test with 4 scenarios and weighted ROI…

Use when: (1) optimizing post-processing thresholds for RMSLE-evaluated competitions, (2) considering zeroing out small predictions, (3)…

Infers directional cellular trajectories from scRNA-seq using spliced/unspliced ratios.

Use only when the user explicitly invokes /roborev-lookahead-review

Use when the main result of a The Economic Journal (EJ) manuscript rests on a single specification and you need to pre-empt the…

Use when the main result of a Journal of Political Economy (JPE) manuscript rests on a single specification and you need to pre-empt the…

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 the headline result of a Journal of the European Economic Association (JEEA) manuscript needs to be shown stable to…

Use when results may be fragile or when multiple-testing / out-of-sample discipline is the bottleneck for a The Review of Financial…