jurislm-taxonomy-generate

Generate and insert Taiwan legal synonyms into the jurislm_shared_db PostgreSQL database.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/terry90918/jurislm-plugins --skill jurislm-taxonomy-generate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: jurislm-taxonomy-generate
Source: https://github.com/terry90918/jurislm-plugins/tree/main/plugins/jurislm-dev/skills/jurislm-taxonomy-generate
Command: npx skills add https://github.com/terry90918/jurislm-plugins --skill jurislm-taxonomy-generate

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill automates the generation and insertion of Taiwan legal synonyms directly into the legal_synonyms database, expanding the knowledge base without external LLM calls.

Core Features & Use Cases

  • Direct Database Insertion: Generates synonyms based on Claude Code's internal legal knowledge and inserts them into the legal_synonyms table.
  • Targeted Expansion: Aims to populate 2,600 synonym groups across 11 legal categories.
  • Duplicate Prevention: Includes steps to query existing terms before generation to avoid redundancy.
  • Use Case: When a user requests to "build synonyms" for "civil_debt" or "generate legal terms," this skill will query the database, create new synonym groups, and insert them.

Quick Start

Use the jurislm-taxonomy-generate skill to generate synonyms for the 'civil_debt' category.

Frequently Asked Questions about jurislm-taxonomy-generate

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

FAQPage Schema
How do I generate Taiwan legal synonyms and insert them directly into a PostgreSQL database?

To generate Taiwan legal synonyms and insert them directly into a PostgreSQL database, this skill uses Claude Code's internal legal knowledge to create new term groups and populate the jurislm_shared_db without external LLM calls. It queries existing terms to prevent duplicates before insertion.

What is the best way to expand a legal synonym database across multiple categories?

Expanding a legal synonym database across multiple categories is done by generating targeted term groups for predefined classifications, such as civil_debt. This skill aims to populate 2,600 synonym groups across 11 legal categories directly into the database.

Do I need direct database access via docker exec to generate legal terms?

Yes, direct database access via docker exec is required to generate legal terms. This skill needs docker exec for SQL operations and uuidgen for group ID generation to insert new synonyms directly into the legal_synonyms PostgreSQL table.

How does duplicate prevention work when building legal synonyms?

Duplicate prevention when building legal synonyms works by querying the database for existing terms before generating new ones. This ensures that newly created synonym groups do not overlap with entries already present in the legal_synonyms table.

Can I use this skill to build synonyms for a specific legal category like civil_debt?

Yes, you can use this skill to build synonyms for specific legal categories like civil_debt. When you request to build synonyms for a category, it queries the database, creates new synonym groups, and inserts the generated terms for that classification.