structural-search

Verify data presence in large JSON and XML files using structural paths.

Updated Feb 25, 2026
One-click install
npx skills add https://github.com/billwanggithub/GmtTestToolV1 --skill structural-search-billwanggithub
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: structural-search
Source: https://github.com/billwanggithub/GmtTestToolV1/tree/main/.agent/skills/structural-search
Command: npx skills add https://github.com/billwanggithub/GmtTestToolV1 --skill structural-search-billwanggithub

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a reliable method for verifying the existence and structure of data within large or complex files, overcoming the limitations of text-based search tools.

Core Features & Use Cases

  • Robust Verification: Ensures data exists in complex formats like JSON and XML where text search fails.
  • Precise Targeting: Locates data based on its structural path (e.g., Parent.Child.Name) rather than ambiguous text matches.
  • Use Case: Verify that a specific chip tag, like M8421AA, is correctly defined within the nested structure of a large chips/ JSON file.

Quick Start

Use the structural-search skill to check if the chip with tag 'M8421AA' exists in the file 'chips/all_chips.json'.

Frequently Asked Questions about structural-search

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

FAQPage Schema
How do I verify if a specific value exists in a deeply nested JSON file?

You can verify a specific value in a deeply nested JSON file by using structural search to locate data based on its structural path, such as Parent.Child.Name, instead of relying on ambiguous text matches.

Why does text search fail to find data in large XML files?

Text search fails in large XML files due to complex hierarchies, formatting variations, or encoding issues. Structural verification overcomes this by parsing the document to confirm accurate data presence.

How do I check a structural path in JSON instead of searching for plain text?

To check a structural path in JSON, you target data using its exact hierarchical location, like Parent.Child.Name. This precise targeting confirms data existence where text-based search tools are unreliable.

Do I need external Python libraries to parse and inspect large JSON or XML files?

You do not need external Python libraries to parse and inspect large JSON or XML files. This structural verification approach requires only Python's built-in json and xml libraries for parsing.

What is the best way to confirm a specific chip tag is correctly defined in a large JSON file?

The best way to confirm a specific chip tag, like M8421AA, in a large JSON file is to use structural search. This verifies that the tag is correctly defined within the nested structure rather than just matching text.

Can I use structural search for data verification in complex file formats other than JSON and XML?

Structural search is specifically designed for data verification in complex JSON and XML files. The parsing scripts address scenarios where text search is unreliable due to complex hierarchies in these formats.