case-retrieval

Retrieve and rank similar legal cases with structured reports.

678|77|Updated May 20, 2026

Search Tags:#jurisprudence #mcp-integration #legal-research #case-retrieval #court-decisions #similar-cases

Ready to run

npx skills add https://github.com/THUYRan/Legal-Skills-Chinese --skill case-retrieval-thuyran

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: case-retrieval
Source: https://github.com/THUYRan/Legal-Skills-Chinese/tree/main/skills/case-retrieval
Command: npx skills add https://github.com/THUYRan/Legal-Skills-Chinese --skill case-retrieval-thuyran

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Legal professionals need to locate, compare, and synthesize precedent and rulings related to current issues to support arguments and enhance consistency.

Core Features & Use Cases

Semantic search for related cases across databases
Structured case retrieval reports with similarity scoring
Case tracking and reference management for ongoing matters
Integration with MCP-based data sources for real-case retrieval

Quick Start

Provide seed case details and connect to an MCP-enabled case repository to retrieve, rank, and summarize similar cases.

Frequently Asked Questions about case-retrieval

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

FAQPage Schema

How do I find similar court decisions for a current legal issue?▼

Semantic case retrieval identifies similar court decisions by comparing facts, issues, and rulings across precedent databases to support case analysis and litigation strategy. It generates a structured report with similarity scores and references.

What is the best way to compare precedents and rulings for litigation strategy?▼

Comparing precedents for litigation strategy involves extracting metadata and judgments from structured case sources to generate a structured report with similarity scores and references. This allows you to compare facts, issues, and rulings across similar cases.

Do I need an MCP-enabled case repository to retrieve precedents?▼

Yes, retrieving precedents requires access to structured case sources such as an MCP-enabled case repository. Connecting to these databases allows the tool to extract metadata and judgments, enabling real-case retrieval and structured report generation.

How does semantic search work for legal research across case databases?▼

Semantic search for legal research works by extracting metadata and judgments from structured case sources to rank and summarize similar cases. It compares facts, issues, and rulings to generate similarity scores and references for your current legal issue.

Can I generate a structured case retrieval report with similarity scoring?▼

Yes, generating a structured case retrieval report with similarity scoring is the core output. By providing seed case details and connecting to structured case sources, the system extracts judgments and compares facts to produce a report with similarity scores and references.