report

Generate structured technical reports from experiment results in Markdown or LaTeX.

2|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/chenghaoYang/auto-coder-trainer --skill report-chenghaoyang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: report
Source: https://github.com/chenghaoYang/auto-coder-trainer/tree/main/skills/report
Command: npx skills add https://github.com/chenghaoYang/auto-coder-trainer --skill report-chenghaoyang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transform raw experiment results into structured, reproducible reports that communicate methods, data, and conclusions clearly.

Core Features & Use Cases

  • Collect and consolidate results from experiments, ablations, and verdicts for a unified report.
  • Analyze results with method descriptions, setup details, and comparative metrics.
  • Generate Markdown and LaTeX outputs suitable for journals, blogs, or internal reviews.

Quick Start

Run the report generator to produce a complete document from the current experiment results.

Frequently Asked Questions about report

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

FAQPage Schema
How do I generate a technical report from experiment results?

To generate a technical report from experiment results, you need to collect and consolidate experiment outcomes, ablations, and baselines. The process structures these into methods, setup, results, analysis, and conclusions, producing a unified document for review.

Can I output my experiment analysis in LaTeX format?

Yes, you can output experiment analysis in LaTeX format. The reporting process supports optional LaTeX formatting, allowing you to generate documents suitable for journals alongside standard Markdown outputs for blogs or internal reviews.

What sections should a structured experiment report include?

A structured experiment report should include specific sections: methods, setup, results, analysis, and conclusions. This structure ensures that experiment verdicts, ablations, and comparative metrics are communicated clearly for reproducibility.

What is the best way to consolidate ablations and baselines for consistent reporting?

The best way to consolidate ablations and baselines for consistent reporting is to apply a structured generator to your experiment pipelines. This collects comparative metrics and verdicts, transforming raw data into a unified, reproducible document.

Does this report generation method work without external dependencies?

Yes, this report generation method works without external dependencies. It operates independently to collect experiment results and apply structured content requirements, generating Markdown or LaTeX outputs directly from the consolidated data.