Analytics & Monitoring Agent Skills for Zed

Guides the product-experimentation layer of A/B testing — writing a falsifiable hypothesis, sizing a test with minimum detectable effect…

Minimize the blocking surface of ML and scientific experiment gates.

Implement machine learning experiment tracking using MLflow or Weights

Use when the credibility of an Experimental Economics (ExpEcon) manuscript rests on experimental control — incentive compatibility…

Use when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment…

Use when designing or stress-testing the experiments for a Journal of Consumer Psychology (JCP) manuscript — manipulations, controls and…

Designs, runs, and reads A/B tests and growth experiments — hypothesis, sample size, duration, and honest interpretation.

Audit battery/materials evidence, mechanisms, experimental comparisons, and manuscript claims.

This skill enables Claude to provide interpretability and explainability for machine learning models.

Explore code structure, architecture, files, directories, and component relationships using the OpenTrace knowledge graph.

Process query and analyze blockchain data including blocks, transactions,

Use when designing or auditing ACM FAccT empirical work — quantitative fairness audits with disaggregated metrics and fair baselines…

Use when deciding whether a responsible-AI project belongs at ACM FAccT or should route to a pure-ML venue (NeurIPS/ICML/ICLR), an HCI…

Manage hybrid Famou experiments via famou-ctl: run local evaluators, submit config.yaml tasks, inspect status, manifests, leaderboards…

Optimize Fathom API usage and plan selection.

Collect Fathom API diagnostics for support cases.

Use for FavCRM dashboards, weekly snapshots, KPI summaries, revenue, bookings, invoices, subscriptions, customer growth, and operational…

Use for training the FavCRM AI agent with URLs or pasted text, listing knowledge documents, checking ingestion status, and pruning…

When to activate: feature engineering, feature selection, encoding, feature store, Feast, target encoding, scaling, time-series features

OpenTelemetry Semantic Conventions expert.

Set up monitoring, metrics, and alerting for Figma API integrations.