Use mlxtend.evaluate metrics, validation splitters, resampling
Design, categorize, refine, and publish structured test prompts for comparing AI models (MoA vs closed-source, frontier vs open, etc.).
Manage incident response for Evernote integration issues.
Implement observability for Evernote integrations.
Design and execute question-driven exploratory data analysis and completed-experiment diagnosis that trace user requirements to reusable…
Query the Prismer Evolution network for known fix strategies.
Optimize Exa costs through search type selection, caching, and usage
Collect Exa debug evidence for support tickets and troubleshooting.
Set up monitoring, metrics, and alerting for Exa search integrations.
Professional Excel spreadsheet creation with a focus on aesthetics and data analysis.
Expected move visualizer for stocks and ETFs: turn implied volatility into a self-contained HTML chart showing the modeled 30, 60 and 90…
When to activate: experiment tracking, W&B, wandb, MLflow, Comet ML, hyperparameter logging, sweeps, model comparison
Analyze datasets to discover patterns, anomalies, and relationships.
Extract text from PDFs for LLM consumption.
Use when strengthening ACM FAccT transparency and reproducibility — releasing code, data, and analysis for quantitative audits…
Create talking head videos and lip sync audio to video via fal.ai. Useful for explainer avatars, multilingual dubbing previews, and social cuts.
Faros integration. Manage Organizations. Use when the user wants to interact with Faros data.
Optimize Fathom API usage and plan selection.
Collect Fathom API diagnostics for support cases.
MCP skill for IGW (InsurGateway) error management — list, analyze, report, and manage insurance integration errors across test and…
Use when you have run 3+ feature engineering experiments with no improvement, or when distance to theoretical upper bound is <15pp.