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API Contracts Data Quality Suite — Record Audit, String Normalisation & Weighted Mean
x402
API Contracts Data Quality Suite — Record Audit, String Normalisation & Weighted Mean 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 three local analytical reports on API contract records: record quality audit, string normalisation, and secondary-measure weighted mean for fields_checked and incompatible_fields columns.
Price / call$0.01
Success—
StatusUnknown
How this service works
API contracts — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied api contracts records (fields_checked, incompatible_fields). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three co-delivered analytical reports: (1) a record quality audit flagging missing, malformed, or out-of-range values across the supplied rows; (2) a string normalisation report standardising text fields such as component names; (3) a secondary-measure weighted mean computed over the chosen numeric field (fields_checked or incompatible_fields). All computed locally with no external lookups. Covers up to 200 input rows per call.
Example use cases
API contract compatibility health check
“I have a batch of 150 API contract records with fields_checked and incompatible_fields values for each component — can you audit their quality, normalise the string columns, and give me a weighted mean on fields_checked?”
Detecting incompatible fields across API versions
“Here are 80 rows of API contract data spanning multiple components from October 2026. Run me the three standard reports — quality audit, string normalisation, and weighted mean — focusing on the incompatible_fields column.”
Pre-release contract validation summary
“Before we cut the release, I want a quality audit and weighted mean report on our API contract dataset — 60 rows, component groups A and B, covering fields_checked. Can you normalise any messy string values too?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-software-19-205?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled data-quality reports (audit, normalisation, weighted mean) on API contract records in a single low-cost call. Ideal for teams tracking API compatibility health over time who want offline, privacy-safe analysis without any live external lookup. Best when row count is under 200 and the data already resides locally or in a pipeline.
Side effects
- Fewer than 1 or more than 200 rows submitted — request rejected
- Missing required fields (row_id, date, component, fields_checked, incompatible_fields) cause row-level errors
- Date strings not matching YYYY-MM-DD pattern are rejected
- Numeric values outside ±1,000,000,000,000 bounds fail validation
- Invalid field enum value (not 'fields_checked' or 'incompatible_fields') causes parameter error
- Payment of 0.01 USDC not provided or x402 handshake fails — request blocked
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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