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Build Cache Quality Audit + Secondary-Measure Weighted Mean
x402
Build Cache Quality Audit + Secondary-Measure 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 2026-10-24).
Runs a record quality audit and a weighted mean computation on supplied build cache rows (saved_seconds, cache_mb) — two analytical reports for up to 200 rows per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Build cache — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied build cache records (saved_seconds, cache_mb). 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 flagging missing, null, or anomalous values across the supplied rows, and (2) a weighted mean of the selected field (saved_seconds or cache_mb) as a secondary-measure statistic — computed entirely from the supplied data with no external lookups.
Example use cases
CI pipeline cache health check
“I have 50 build cache records from our CI pipeline this month — each has a row_id, component name, date, saved_seconds, and cache_mb. Can you audit the data quality and compute the weighted mean of saved_seconds so I can see which components are actually saving us the most time?”
Detect bad data in build logs
“We exported build cache logs for the last week — around 120 rows — and I'm worried some entries have nulls or out-of-range values. Can you run a quality audit on them and also give me the weighted mean for cache_mb?”
Compare cache efficiency across components
“Here are 80 build cache records split across our frontend and backend components. Run a record quality audit and calculate the weighted mean of saved_seconds so I can compare cache efficiency between the two groups.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-software-17-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a weighted mean statistic on build cache metrics (saved_seconds, cache_mb) in a single low-cost call. It is ideal for CI/CD analytics pipelines where you want to validate data integrity and compute aggregate performance metrics without any external data sources or live lookups. Prefer it over general-purpose analytics tools when your dataset fits within 200 rows and you want a bundled two-report result at minimal cost.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, component, date, saved_seconds, cache_mb) cause row-level validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- All rows have null values for the selected field — weighted mean cannot be computed
- Malformed JSON payload returns 4xx error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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