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Training Lesson – Required-Section Audit
x402
Training Lesson – Required-Section Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).
Audits a training lesson document to verify all required sections are present and properly structured.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training lesson - Required-section audit: Required-section 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 required-section audit deliverable.
Output
A deterministic audit report indicating which required sections are present or missing in the supplied training lesson document, based on a fixed section-checking profile. No generative prose or AI-written content is produced — the output is a structured compliance result for the lesson's required headings.
Example use cases
Lesson structure compliance check
“I just finished drafting a training lesson and want to make sure it has all the required sections before publishing — can you run a required-section audit on this document? Here it is: '## Objectives
Students will understand REST APIs.
## Lesson
A REST API uses HTTP methods...
## Exercise
Build a simple GET endpoint.'”
Incomplete lesson detection before LMS upload
“Before I upload this lesson to our LMS, can you check whether it's missing any required sections? The lesson text is: '## Lesson
This module covers data normalization techniques in relational databases.
## Exercise
Normalize the sample schema provided.'”
Batch lesson QA for course authors
“I'm reviewing a course and need to audit this individual lesson for required-section compliance — please check if it has all the mandatory parts: '## Objectives
Understand agile sprint planning.
## Lesson
Sprint planning is a ceremony where...' and tell me what's missing if anything.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-writing-training-lesson-section-audit?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, deterministic check that a training lesson document contains all required sections, without any generative rewriting or AI-authored suggestions. It is ideal for automated pre-publish pipelines, LMS upload gates, or course QA workflows where consistent, rule-based section validation is required. Prefer this over general-purpose AI document reviewers when you need repeatable, auditable results at low cost ($0.01 USDC per call).
Side effects
- Input text exceeds 20,000 character limit — request rejected
- Empty or missing text field — audit cannot proceed
- Malformed Markdown that prevents section detection
- Non-lesson document supplied — audit may return unexpected results
- Payment failure via x402 protocol — endpoint returns 402
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string |
Tags
x402
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