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test-json-sql-semantic-scholar

Test JSON SQL primitives against semantic-scholar academic paper output.

10|Updated Jul 22, 2025
Search Tags:#testing#academic papers#semantic scholar#data manipulation#primitives#json sql
One-click install
npx skills add https://github.com/bdambrosio/Cognitive_workbench --skill test-json-sql-semantic-scholar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: test-json-sql-semantic-scholar
Source: https://github.com/bdambrosio/Cognitive_workbench/tree/main/src/saved_plans/test-json-sql-semantic-scholar
Command: npx skills add https://github.com/bdambrosio/Cognitive_workbench --skill test-json-sql-semantic-scholar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill tests the functionality of JSON SQL primitives when used with real-world output from the semantic-scholar tool, ensuring data manipulation works as expected.

Core Features & Use Cases

  • Primitive Testing: Validates project, pluck, filter-structured, and sort operations.
  • Data Source Integration: Uses actual academic paper data from semantic-scholar as input.
  • Use Case: Verify that you can successfully extract specific metadata (title, year, citations) from search results, filter papers based on citation count, and sort them by relevance or impact.

Quick Start

Run the test-json-sql-semantic-scholar skill to test JSON SQL primitives with semantic-scholar output.

Frequently Asked Questions about test-json-sql-semantic-scholar

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

FAQPage Schema
How do I filter academic paper metadata by citation count using JSON SQL?▼

To filter academic paper metadata by citation count using JSON SQL, apply the filter-structured primitive to semantic-scholar output, isolating specific fields and threshold values for refined data extraction.

What is the best way to extract specific fields like titles from Semantic Scholar search results?▼

Extract specific fields like titles from Semantic Scholar search results by applying JSON SQL project and pluck primitives to isolate targeted metadata directly from structured academic paper collections.

Can I sort academic papers by relevance or impact with JSON SQL primitives?▼

Yes, sort academic papers by relevance or impact using the JSON SQL sort primitive on Semantic Scholar data, reordering collections based on extracted citation counts and publication years.

Does JSON SQL work with real-world data collections from Semantic Scholar?▼

JSON SQL works with real-world data collections from Semantic Scholar by validating project, pluck, filter-structured, and sort operations against actual academic paper output to ensure correct data manipulation.

What are the limitations of testing JSON SQL primitives on academic paper metadata?▼

Limitations of testing JSON SQL primitives on academic paper metadata include dependency on Semantic Scholar output structure for validating project, pluck, filter-structured, and sort operations within collections and notes.

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