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Training Lesson Duplicate Paragraph Audit
x402
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 2026-10-14).
Scans a training lesson document (Markdown or plain text) for duplicate paragraphs and returns a structured audit report.
Price / call$0.01
Success—
StatusUnknown
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.
Example use cases
Course content deduplication check
“I just finished writing this training lesson and want to make sure I didn't accidentally repeat any paragraphs — can you run a duplicate paragraph audit on it? Here's the full Markdown text.”
E-learning QA before publishing
“Before we publish this lesson module, can you scan the document for any duplicate paragraphs or repeated blocks of text so we can clean it up? Here's the plain text content.”
Training material revision audit
“I've merged several lesson drafts together and I'm worried there might be repeated sections — can you audit this Markdown document and tell me which paragraphs appear more than once?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-writing-training-lesson-duplicate-paragraphs?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string |
Tags
x402
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