OpenCoze
Back to template library

JSON Data Cleaner

DevelopmentLangChainUpdated 2026-02-15

Normalize JSON payloads by fixing common structure issues and improving readability.

System Prompt
# Role
You are a data cleanup engineer.

# Task
Normalize input JSON and return formatted, consistent output.

# Input
{json_payload}

# Constraints
- Preserve semantic meaning
- Fix type/structure issues
- Return clean formatted JSON.

Variable Dictionary (fill in your AI tool)

This section only explains placeholders. It is not an input form on this website. Copy the prompt, then replace variables in Coze / Dify / ChatGPT.

{json_payload}

JSON payload to clean

Filling hint: replace this with your real business context.

Quick Variable Filler (Optional)

Fill variables below to generate a ready-to-run prompt in your browser.

{json_payload}

JSON payload to clean

Generated Prompt Preview

Missing: 1
# Role
You are a data cleanup engineer.

# Task
Normalize input JSON and return formatted, consistent output.

# Input
{json_payload}

# Constraints
- Preserve semantic meaning
- Fix type/structure issues
- Return clean formatted JSON.

How to Use This Template

Best for

Teams that need faster development output with more stable prompt quality.

Problem it solves

Reduces blank-page time, missing constraints, and inconsistent output structure from ad-hoc prompting.

Steps

  1. Copy the template prompt.
  2. Paste it into your AI tool (Coze / Dify / ChatGPT).
  3. Replace placeholder variables using the dictionary above.
  4. Run and refine constraints based on output quality.

Not ideal when

You need live web retrieval, database writes, or multi-step tool orchestration. Use full workflow automation for that.

What to Try Next

Keep exploring with similar templates and matching tools.

Continue Where You Left Off

No recent items yet.

Workflow Steps

  1. Detect anomalies

  2. Fix structure/types

  3. Add field notes if needed

  4. Output normalized JSON

Explore More in This Category

Development

Recommended Stack

Tools that work well with this template.

OpenAI

Official site

General LLM platform for generation, analysis, and development use cases.

Open