report-research

Convert Numerai experiment outputs into a structured narrative report with metrics and decisions.

1.2k|310|Updated Jan 6, 2017
One-click install
npx skills add https://github.com/numerai/example-scripts --skill report-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: report-research
Source: https://github.com/numerai/example-scripts/tree/main/numerai/agents/skills/report-research
Command: npx skills add https://github.com/numerai/example-scripts --skill report-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns raw Numerai experiment outputs into a durable, shareable report that documents methods, results, and decisions, ensuring reproducibility and clear communication.

Core Features & Use Cases

  • Generate a complete experiment report including an abstract, methods, results tables, decisions, and next steps.
  • Link the standard show_experiment plot(s) to visualize model performance alongside metrics.
  • Support multi-round experiments by summarizing each round's intent and outcome, and highlighting the best model.

Quick Start

Run the report-research workflow on the folder containing your experiment (configs/, results/, predictions/, and experiment.md) to generate or update experiment.md and produce the show_experiment plot.

Frequently Asked Questions about report-research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a reproducible Numerai experiment report from my results?

To generate a Numerai experiment report, process your experiment folder containing configs, results, and predictions to produce a structured experiment.md file. This consolidates your methods, metrics, and decisions into a shareable narrative.

What is the best way to document Numerai model performance and decisions?

The best way to document Numerai model performance is to consolidate outputs into a narrative report featuring an abstract, methods, results tables, and next steps. This ensures reproducibility and clear communication of your modeling decisions.

Can I summarize multi-round Numerai experiments and highlight the best model?

Yes, you can summarize multi-round Numerai experiments by generating a report that details each round's intent and outcome. The narrative automatically highlights the best performing model based on your consolidated results.

Does the report automatically include the show_experiment plot for visualizing metrics?

Yes, the report automatically embeds the standard show_experiment plot to visualize model performance alongside your metrics. This links graphical outputs directly within the generated experiment.md narrative.