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Specification Traceability — Record Quality Audit + Category Frequencies
x402
Specification Traceability — Record Quality Audit + 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 two local analytical reports on specification traceability data: a record quality audit and a category frequency analysis over mapped vs. total requirements, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Specification traceability — Record quality audit + Category frequencies: Record quality audit + Category frequencies for supplied specification traceability records (mapped_requirements, total_requirements). 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 issues such as nulls, out-of-range values, or malformed fields across the supplied rows, and (2) a category frequency summary showing how often each document_group appears in the dataset, along with aggregated mapped_requirements and total_requirements statistics.
Example use cases
Traceability matrix data quality check
“I've got a traceability matrix export with columns for row ID, document group, date, mapped requirements, and total requirements — can you audit it for data quality issues and tell me how frequently each document group appears? There are about 120 rows.”
Requirements coverage summary by group
“Here's my spec traceability dataset with mapped and total requirements per document group. Can you give me a category frequency breakdown by document group and flag any bad records in the quality audit?”
Onboarding requirements audit for new project
“We just started a new project and I need to audit the quality of our initial requirements traceability records — about 30 rows with dates, document groups, and mapped vs. total requirement counts. Can you run the record quality audit and category frequency analysis on this data?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-21-006?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 specification traceability records and need both a data quality audit and a document-group frequency breakdown in a single call at low cost ($0.01 USDC). It is ideal for requirements engineers or QA teams who want offline, local analytical processing without any external lookup or live data access. Prefer it over general-purpose analytics tools when the input is structured around mapped vs. total requirements per document group and date.
Side effects
- Empty or missing rows array returns an error
- Rows exceeding 200 items are rejected
- Malformed date strings not matching YYYY-MM-DD pattern cause validation failure
- row_id missing or empty triggers schema rejection
- Numeric fields outside allowed range cause rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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