# Onboarding Guide Duplicate Paragraph Audit

> Onboarding Guide 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 2026-10-15).

Scans an onboarding guide document (Markdown or plain text) and identifies duplicate paragraphs within it

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-writing-onboarding-duplicate-paragraphs?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/onboarding-guide-duplicate-paragraph-audit-3d62e74b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_v37KUp9mSu_iSEgzTBlid

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 onboarding-guide-duplicate-paragraph-audit-3d62e74b -d '<json body>'
```

Example prompt: Can you audit this onboarding guide for duplicate paragraphs? Here's the content: '## Before you start
Welcome to the team. Please read all sections carefully.

## Setup
Install the required tools.

## Checklist
Welcome to the team. Please read all sections carefully.'

## When to prefer this

Use this endpoint when you specifically need to detect duplicate paragraphs in an onboarding guide document and want a deterministic, reproducible audit result. Ideal for automated document quality pipelines, pre-publication checks, or periodic documentation health reviews where consistency matters and generative AI rewriting is not desired.

## Known failure modes

- Input text exceeds 20,000 character limit — request will be rejected
- Empty or missing text field — no content to audit
- Non-text binary content submitted — cannot be processed
- Malformed Markdown that prevents paragraph segmentation

## How this service works

Onboarding guide - Duplicate paragraph audit: Duplicate paragraph audit for Onboarding guide. 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 which paragraphs in the supplied onboarding guide appear more than once, including their locations or occurrences within the document. Output is deterministic — same input always yields the same result.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "text": {
   "type": "string",
   "default": "## Before you start\nExample 1 content.\nTODO: review the supplied document by 2026-10-10.\n\n## Setup\nExample 2 content.\nTODO: review the supplied document by 2026-10-10.\n\n## Checklist\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/onboarding-guide-duplicate-paragraph-audit-3d62e74b/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)