Analytics & Monitoring Agent Skills for Microsoft Copilot

Cancer treatment recommendations from molecular profile (mutations + cancer type + biomarkers) — FDA-approved + investigational therapies…

Predict persona performance in specific task contexts.

Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO.

This skill empowers Claude to preprocess and clean data using automated pipelines.

This skill enables Claude to process and analyze images using computer vision techniques.

A/B test evaluation, cohort retention analysis, funnel metrics, and experiment-driven product decisions.

Interpret product metrics against goals and surface actionable signals.

Generate time-windowed product pulse reports from configured signals.

Designs comprehensive event tracking plans and success metric funnels for product features and PRDs.

Calculate a productivity score using actual Agent Monitor metrics — session completion rates, cache efficiency (cache_read vs input)…

Analyze overall project health and metrics

Generate/create/write PromQL queries, metric expressions, alerting rules, recording rules, Prometheus dashboards.

Validate, lint, audit, or fix PromQL queries and alerting rules; detects anti-patterns.

Protein grouping and inference from peptide identifications.

Query provenance chains to trace artifact derivation and impact

Generate provenance coverage dashboard and statistics

Generates PSR-3 Logger implementation for PHP 8.4.

Work inside the user's live marimo notebook from the code editor: run Python in the same kernel the user does, inspect live notebook…

AI-powered public status page design skill for e-commerce businesses.

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization.

Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and…