ppw:experiment

Extract measurable findings and generate evidence-backed discussion paragraphs from experiment results.

382|21|Updated Jan 30, 2026
One-click install
npx skills add https://github.com/Lylll9436/Paper-Polish-Workflow-skill --skill ppw-experiment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ppw:experiment
Source: https://github.com/Lylll9436/Paper-Polish-Workflow-skill/tree/main/skills/ppw-experiment
Command: npx skills add https://github.com/Lylll9436/Paper-Polish-Workflow-skill --skill ppw-experiment

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the tedious process of turning raw experiment results into structured, publication-ready discussion paragraphs with traceable evidence.

Core Features & Use Cases

  • Phase 1: automatically extract measurable findings from tables, statistics, or narrative results and present them for user confirmation.
  • Phase 2: generate grounded, calibrated discussion paragraphs with interpretations that reference prior work via placeholders when needed.

Quick Start

Paste your experiment results and let the Skill identify findings and draft grounded discussion paragraphs.

Frequently Asked Questions about ppw:experiment

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

FAQPage Schema
How do I write a discussion section from experiment results?

You can generate discussion paragraphs from raw statistics by pasting your data; the Skill identifies key findings and drafts calibrated interpretations referencing prior work via placeholders.

Can I output academic writing in LaTeX and bilingual formats?

Yes, this Skill outputs evidence-ready statements suitable for LaTeX rendering and provides bilingual output when requested during the discussion generation process.

What is the best way to interpret statistical tables for academic writing?

The best way to interpret statistical tables for academic writing is using a two-phase workflow that first extracts measurable findings for user confirmation, then generates grounded discussion paragraphs with calibrated interpretation.

Does this experiment analysis tool work with narrative results or only tables?

This experiment analysis tool works with narrative results, tables, and statistics. It automatically extracts measurable findings from any of these formats to generate evidence-backed discussion paragraphs.

How to generate discussion paragraphs with references to prior work?

To generate discussion paragraphs with references to prior work, the Skill creates calibrated interpretations that reference previous studies via placeholders, allowing you to insert citations during your academic writing process.