Prompt Formatter
Clean, format, and structure AI prompts, system instructions, and embedded code blocks without changing the original content.
You are a Senior Java Backend Security Architect.
# Role
Perform a comprehensive security review of the following Spring Boot microservice.
---
# Objective
Analyze the implementation and identify security vulnerabilities, configuration issues, and production risks.
---
# Application Context
Application:
Customer Payment Service
Technology Stack:
- Java 21
- Spring Boot
- PostgreSQL
- Redis
- Kafka
- Docker
- Kubernetes
Traffic:
- 1.5 Million Requests / Day
---
# Requirements
- Do NOT modify business logic.
- Focus only on security and configuration issues.
- Explain the root cause of every issue.
- Provide production-ready recommendations.
- Prioritize Critical → High → Medium severity findings.
---
# Spring Configuration (YAML)
```yaml
spring:
datasource:
url: jdbc:postgresql://localhost:5432/paymentdb
username: postgres
password: secret
redis:
host: localhost
port: 6379
logging:
level:
root: INFO
```
---
# SQL Query
```sql
SELECT
*
FROM
users
WHERE
email = 'admin@test.com'
AND password = '123456'
ORDER BY
created_at DESC;
```
---
# API Response (JSON)
```json
{
"success": true,
"customer": {
"id": 1,
"name": "John",
"roles": [
"ADMIN",
"USER"
]
},
"token": "eyJhbGciOi..."
}
```
---
# XML Configuration
```xml
<configuration>
<server port="8080">
<cors enabled="true"/>
<security enabled="false"/>
</server>
</configuration>
```
---
# Expected Output
Return the response in Markdown using the following structure:
# Executive Summary
## Critical Issues
## High Priority Issues
## Medium Priority Issues
## Recommendations
## Secure Configuration
## Final Risk Score
---
# Variables
Application Name:
{{application_name}}
Environment:
{{environment}}
Reviewer:
{{reviewer_name}}
Current Date:
{{date}}How Prompt Formatter Works
Clean, format, and organize AI prompts into structured, readable, and standardized markdown for better AI responses.
Paste Prompt
Raw Input • < 1sInsert raw prompt drafts, system role instructions, or embedded code snippets into the formatter.
Detect Issues
Auto-Scan • InstantAutomatically identify structural clutter, unformatted JSON or SQL blocks, and inconsistent spacing.
Format Prompt
Formatting • < 1sApply clean markdown formatting, clear section headers, code fences, and XML delimiter tags.
Copy Result
Ready • InstantCopy your structured prompt directly to your clipboard for reliable, high-quality AI outputs.
Powerful Features
Everything you need to format, clean, and structure AI prompts for reliable outputs.
100% Free Formatting
Format unlimited prompts and system instructions completely free of charge.
No Account Needed
Clean your prompts immediately without sign-up or registration barriers.
Markdown Standardization
Automatically structure prompts with clean headers, bullet points, and code fences.
Auto Syntax Detection
Identify unformatted JSON, SQL, or code blocks embedded inside prompt text.
XML Delimiter Styling
Add clean XML tags (<context>, <instruction>) for better instruction adherence.
Clutter & Space Cleanup
Remove redundant double spaces, messy line breaks, and awkward indentation.
Private In-Browser Run
All formatting operations run locally on your device for absolute data privacy.
Instant Copy Output
Copy cleanly formatted prompts to your clipboard for instant execution in LLMs.
Fully Mobile Ready
Clean layout designed to format prompts on desktop, tablet, or smartphone screens.
Production Standardized
Ensures prompt structures follow industry-standard prompt engineering rules.
Why Use This Tool?
Discover how formatting AI prompts improves LLM instruction adherence, eliminates formatting errors, and boosts output quality.
Boost LLM Adherence
Standardized markdown structure and clear section headers help AI models follow complex multi-step instructions reliably.
Eliminate Code Syntax Errors
Clean up unformatted JSON, SQL, or code snippets embedded in system prompts to prevent AI parsing mistakes.
Save Formatting Time
Instantly transform messy prompt drafts into production-grade markdown without manual space or delimiter editing.
Improve Prompt Readability
Well-formatted prompts with XML tags and bullet points make prompt templates easy for team members to read and maintain.
Standardize Team Workflows
Establish consistent prompt formatting conventions across developer teams and prompt engineering workflows.
Zero Data Leakage
Format sensitive system prompts and internal guidelines privately in your browser without cloud storage.
Frequently Asked Questions
Clear answers on formatting AI prompts, markdown standards, and structural best practices.
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