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Release Readiness Duplicate Key Report + Equal-Width Histogram
x402
Release Readiness Duplicate Key Report + Equal-Width Histogram 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).
Analyzes up to 200 release readiness records to produce a duplicate key report and an equal-width histogram for checks_passed or checks_total fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Release readiness — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied release readiness records (checks_passed, checks_total). 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 duplicate key report identifying rows with repeated key values among the supplied records, and (2) an equal-width histogram showing the frequency distribution of the selected numeric field (checks_passed or checks_total) divided into the specified number of bins (1–30). No external data is fetched; analysis is performed entirely on the supplied rows.
Example use cases
QA pipeline duplicate detection
“I have 120 release readiness records from our CI pipeline. Can you check them for duplicate row IDs and also give me a histogram of checks_passed with 8 bins so I can see how our pass rates are distributed?”
Component release audit before deploy
“Before we deploy, I need to audit this batch of 80 release readiness entries — can you find any duplicate keys and show me the distribution of checks_total across 5 equal-width bins?”
Sprint retrospective data quality check
“For our sprint retrospective, can you take these 200 release readiness records and generate a duplicate key report plus a 15-bin histogram on checks_total to help us understand data quality and spread?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-software-12-064?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 release readiness records and need both a duplicate key audit and a distribution histogram in a single API call for a flat $0.01 USDC. It is ideal for offline/batch analytical workflows where no live data lookup, prediction, or external action is needed — purely local computation on supplied data. If you need only one report type or need to process more than 200 rows, consider alternatives.
Side effects
- Fewer than 1 row supplied — validation error
- More than 200 rows submitted — request rejected or truncated
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- bins value outside 1–30 range — rejected
- Null values in checks_passed or checks_total may be excluded from histogram but flagged
- Unknown field value (not checks_passed or checks_total) — enum validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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