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Release Readiness Data Quality Suite — Quality Audit + Deduplication + Category Frequencies
x402
Release Readiness Data Quality Suite — Quality Audit + Deduplication + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Runs three analytical reports on release readiness check data: a record quality audit, exact row deduplication, and category frequency counts for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Release readiness — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied release readiness records (checks_passed, checks_total). 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
Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in the checks_passed and checks_total fields; (2) an exact row deduplication report identifying and removing identical rows; (3) a category frequency table counting occurrences of each unique component value across the dataset. All computed locally with no external lookups.
Example use cases
Pre-release data hygiene check
“Before we cut the v3.2 release, can you run a quality audit, deduplicate, and get component frequency counts on these 80 release readiness rows — fields are component name, date, checks_passed, and checks_total?”
QA pipeline duplicate detection
“I've got a batch of 150 release check records from our CI pipeline and I suspect there are duplicate entries — can you find the exact duplicate rows and also give me a quality audit and a breakdown of how often each component shows up?”
Release dashboard data validation
“Can you validate these release readiness records for missing or bad values, remove duplicates, and tell me how many records exist per component category? I have about 60 rows with checks_passed and checks_total fields per component and date.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-software-12-212?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 release readiness records with checks_passed/checks_total fields and need all three of: a quality audit, exact deduplication, and category frequency analysis bundled in a single $0.01 call. Prefer this over separate single-purpose endpoints when you need all three reports at once for release pipeline validation or pre-publish data hygiene.
Side effects
- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, component, date, checks_passed, checks_total) causes row-level rejection
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Empty rows array returns an error
- Payment of 0.01 USDC not included causes HTTP 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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