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Onboarding Guide Duplicate Paragraph Audit
x402
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
Price / call$0.01
Success—
StatusUnknown
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.
Example use cases
New hire guide cleanup
“I just wrote a long onboarding guide for new engineers and I think some sections got copy-pasted by accident — can you scan it for duplicate paragraphs and tell me which ones are repeated?”
Automated doc quality check
“Before we publish this onboarding document, run a duplicate paragraph audit on it so we can catch any repeated blocks: [paste markdown content here]”
Template redundancy review
“We have a 15-section onboarding guide in Markdown that's gotten messy over time — can you find all the duplicate paragraphs so we know what to clean up?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-writing-onboarding-duplicate-paragraphs?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string |
Tags
x402
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