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Onboarding Progress Record Quality Audit + Grouped Numeric Summary
x402
Onboarding Progress Record Quality Audit + Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Runs a record quality audit and a grouped numeric summary on up to 200 onboarding progress rows (completed_steps, required_steps), returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Onboarding progress — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied onboarding progress records (completed_steps, required_steps). 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 analytical reports: (1) a record quality audit identifying data issues such as nulls, invalid values, or anomalies in the supplied onboarding progress records, and (2) a grouped numeric summary aggregating the chosen field (completed_steps or required_steps) across team_group categories, all computed locally on the submitted data with no external lookups.
Example use cases
HR team onboarding data quality check
“I have a CSV of onboarding progress for 120 new hires across three team groups with their completed_steps and required_steps — can you audit the record quality and give me a grouped numeric summary by team to spot any data issues or gaps?”
Quarterly onboarding completion review
“Run a grouped numeric summary and record quality audit on our Q3 onboarding progress data — I'll give you rows with team_group, date, completed_steps, and required_steps, and I want the summary focused on the required_steps field.”
Operations dashboard data validation
“Before I load this onboarding dataset into our dashboard, can you do a record quality audit on these 80 rows and also give me a grouped breakdown of completed_steps by team group so I can verify the numbers look right?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-08-005?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a grouped numeric summary for onboarding progress records in a single call. It is ideal for HR or operations teams that want to validate their onboarding step data and get team-level aggregations without any external API calls or live data lookups. It handles up to 200 rows and covers both completed_steps and required_steps fields.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, team_group, date, completed_steps, required_steps) cause validation errors
- Invalid date format (not YYYY-MM-DD) causes parse failure
- Numeric values outside allowed range cause rejection
- Empty rows array returns an error
- Invalid field enum value causes bad request
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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