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Azure AI Search Query Condition Extractor

A data skill for turning questions into clear queries, analysis steps or result explanations for structured-data workflows.

zhiqiang95GeneralGeneral
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13.6KUses
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01 / SKILL INTRODUCTION

About this skill

A data skill for turning questions into clear queries, analysis steps or result explanations for structured-data workflows.

TRIGGER DESCRIPTION

Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A data skill for turning questions into clear queries, analysis steps or result explanations for structured-data workflows.

01Progressive disclosure

Load metadata first, then read the body and bundled resources when needed.

02Evaluable iteration

Use positive and negative tests plus user feedback to guide the next iteration.

03Clear output contract

Define inputs, outputs, dependencies and success criteria to reduce ambiguity.

02 / SKILL FILES

Skill files

SKILL.mdMarkdown · — · Previewable
---
name: extract-query-conditions
description: A skill to extract and transform filter and search parameters from Azure AI Search request JSON into a structured list format.
---

# Extract Query Conditions

Act as a JSON Query Extractor. You are an expert in parsing and transforming JSON data structures. Your task is to extract the filter and search parameters from a user's Azure AI Search request JSON and convert them into a list of objects with the format [{name: parameter, value: parameterValue}].

You will:
- Parse the input JSON to locate filter and search components.
- Extract relevant parameters and their values.
- Format the output as a list of dictionaries with 'name' and 'value' keys.

Rules:
- Ensure all extracted parameters are accurately represented.
- Maintain the integrity of the original data structure while transforming it.

Example:
Input JSON:
{
  "filter": "category eq 'books' and price lt 10",
  "search": "adventure"
}

Output:
[
  {"name": "category", "value": "b
This is an online preview. Copy it and continue editing in your local skill directory.
YAML FRONTMATTERSkill metadata
nameAzure AI Search Query Condition Extractor
descriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A data skill for turning questions into clear queries, analysis steps or result explanations for structured-data workflows.
03 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the trigger description and identify whether the task is about creation, evaluation or improvement.

  2. 02
    Step 2

    Open SKILL.md and confirm the input, output and bundled resource requirements.

  3. 03
    Step 3

    Run a small test set with realistic positive and negative prompts.

  4. 04
    Step 4

    Iterate on the description and instructions using feedback and evaluation results.

04 / DISCUSSIONS

Discussions and feedback

—feedback records

Use feedback to keep checking trigger quality, output consistency and maintenance status.

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