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Tutorial Completion Record Quality Audit + Adjacent Row Changes
x402
Tutorial Completion Record Quality Audit + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-04).
Runs two local analytical reports on tutorial completion data (starts and completions): a record quality audit and an adjacent row changes analysis, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutorial completion — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied tutorial completion records (starts, completions). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) a record quality audit identifying missing values, format violations, or integrity issues across the supplied rows, and (2) an adjacent row changes report highlighting where the selected field (starts or completions) changes between consecutive rows. No external lookups or predictions are made; all analysis is performed locally on the supplied data.
Example use cases
Game tutorial funnel data health check
“I've got a batch of tutorial starts and completions across two game areas from last week — can you run a quality audit on the records and also tell me where the completions values change significantly between adjacent rows?”
Detecting data entry errors in tutorial tracking
“We just imported tutorial completion logs from three game areas into our analytics pipeline. Can you check for record quality issues and highlight any suspicious jumps or drops in the starts field between consecutive rows?”
Pre-reporting validation of tutorial engagement data
“Before I send our weekly tutorial engagement report to the team, can you audit these 50 rows of starts and completions data for quality problems and show me where adjacent row values changed in the completions field?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-011?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular tutorial completion data (starts and completions by date and game area) and need both a data quality audit and a sequential change detection report in a single low-cost call. It is ideal for pre-pipeline validation, weekly data health checks, or debugging suspicious funnel metrics without requiring any live data sources or external services.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, game_area, date, starts, completions) causes row-level errors
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Empty rows array returns an error
- Non-numeric starts or completions values outside allowed range fail validation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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