# Training Lesson Duplicate Paragraph Audit

> Training Lesson Duplicate Paragraph Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-10).

Scans a training lesson document (Markdown or plain text) for duplicate paragraphs and returns a structured audit report.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-writing-training-lesson-duplicate-paragraphs?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-10
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/training-lesson-duplicate-paragraph-audit-7fdd5a23
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_KJQQQX3MX-QVGuXVoq8nN

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability training-lesson-duplicate-paragraph-audit-7fdd5a23 -d '<json body>'
```

Example prompt: Can you audit this training lesson for duplicate paragraphs? Here's the content: '## Objectives
Learn the basics of Python.

## Lesson
Python is a versatile language.

## Exercise
Learn the basics of Python.' — flag any repeated sections.

## When to prefer this

Choose this endpoint when you need a deterministic, reproducible duplicate-paragraph check on a training lesson document (Markdown or plain text up to 20,000 characters). It is purpose-built for training lesson content and returns a bounded, structured audit deliverable at a fixed low cost of $0.01 USDC. Prefer it over generic text diff tools when you need a focused audit scoped specifically to paragraph-level duplication in lesson or course material.

## Known failure modes

- Input text exceeds 20,000 character limit — request rejected
- Empty or missing text field — no audit performed
- Malformed input schema — validation error returned
- No duplicates found — audit returns empty findings list

## How this service works

Training lesson - Duplicate paragraph audit: Duplicate paragraph audit for Training lesson. Supplied Markdown or plain text, up to 20,000 characters. Deterministic processing and document templates; no generative prose or fact checking. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded duplicate paragraph audit deliverable.

## Output

A structured audit report identifying duplicate paragraphs found within the submitted training lesson text, including which paragraphs are repeated and where they appear, produced via deterministic processing with no generative content.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "text": {
   "type": "string",
   "default": "## Objectives\nExample 1 content.\nTODO: review the supplied document by 2026-10-10.\n\n## Lesson\nExample 2 content.\nTODO: review the supplied document by 2026-10-10.\n\n## Exercise\nExample 3 content.\nTODO: review the supplied document by 2026-10-10.",
   "maxLength": 20000
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/training-lesson-duplicate-paragraph-audit-7fdd5a23/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)