structured-element-extraction

Extract legal problems into MECE element checklists with sources and confidence statuses.

678|77|Updated May 20, 2026
One-click install
npx skills add https://github.com/THUYRan/Legal-Skills-Chinese --skill structured-element-extraction-thuyran
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: structured-element-extraction
Source: https://github.com/THUYRan/Legal-Skills-Chinese/tree/main/skills/structured-element-extraction
Command: npx skills add https://github.com/THUYRan/Legal-Skills-Chinese --skill structured-element-extraction-thuyran

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Skill ensures that complex legal questions are broken down into complete, traceable structured elements, acting as a quality gate before downstream reasoning or drafting.

Core Features & Use Cases

  • Structured extraction of atomic, MECE-compliant elements from facts, statutes, and issue prompts.
  • Traceable citations and evidence sources for each element, enabling auditability and revision control.
  • Quality checks including completeness, non-overlap, and logical consistency before proceeding to analysis.

Quick Start

Return a structured element checklist for the given facts, including state for each element and sources.

Frequently Asked Questions about structured-element-extraction

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

FAQPage Schema
How do I extract MECE-compliant elements from legal case facts?

To extract MECE-compliant elements from legal case facts, the Skill parses factual scenarios and statutes to generate a structured checklist of atomic elements. It tags each element with a confidence status, legal source, and traceable rationale.

What is the best way to build a traceable evidence trail for contract disputes?

Building a traceable evidence trail for contract disputes involves organizing atomic elements into a structured checklist with cited legal sources. This process ensures each claim is evidence-based and traceable for auditability and revision control.

Can I use structured element extraction for tort claims and criminal elements?

Yes, you can use structured element extraction for tort claims and criminal elements. The Skill applies to scenarios requiring issue framing and element verification, breaking down complex legal problems across various dispute types.

How do I verify legal issue framing and completeness before drafting?

Verifying legal issue framing and completeness requires applying quality checks for non-overlap and logical consistency. The Skill acts as a quality gate to ensure complex legal questions are fully structured before proceeding to downstream reasoning.

Why does my legal analysis lack traceable citations for each element?

Legal analysis lacks traceable citations when facts are not broken down into structured elements. This Skill resolves the issue by extracting atomic elements and attaching traceable citations, evidence sources, and confidence statuses for each item.

Do I need a complete fact pattern to generate a structured legal checklist?

You need issue prompts, statutes, and case facts to generate a structured legal checklist. The Skill processes these inputs to return atomic, MECE-compliant elements with tagged states and sources for each verified item.