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Specification Traceability — Exact Row Deduplication + Date by Category Pivot
x402
Specification Traceability — Exact Row Deduplication + Date by Category Pivot 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).
Deduplicates exact duplicate rows and produces a date-by-category pivot report for specification traceability records containing mapped and total requirements fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Specification traceability — Exact row deduplication + Date by category pivot: Exact row deduplication + Date by category pivot 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 deduplicated version of the input rows with exact duplicate records removed, and (2) a pivot table showing the selected metric (mapped_requirements or total_requirements) broken down by date and document_group category. Both reports are computed locally with no external lookups.
Example use cases
Requirements coverage audit by team
“I have a traceability spreadsheet from our systems engineering team with document groups like 'safety-module' and 'interface-spec', dates, and mapped vs total requirements counts — can you deduplicate any exact duplicate rows and then pivot the mapped_requirements values by date and document group so I can see coverage trends?”
Cleaning exported traceability tool data
“Our requirements tool exported 150 rows of traceability records with row IDs, dates, document groups, and requirement counts, but there are likely duplicates from multiple exports — please deduplicate exact matches and produce a date-by-category pivot on total_requirements for me.”
Sprint tracking for requirements mapping progress
“I want to track how our mapped_requirements numbers change across sprint dates for each document group — here are about 80 rows of traceability data with row_id, date, document_group, mapped_requirements, and total_requirements; deduplicate any repeated rows and give me the date-by-category pivot on mapped_requirements.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-21-052?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have specification traceability records (up to 200 rows) and need both exact-duplicate removal and a date-by-category pivot in a single low-cost call. It is ideal for requirements engineering workflows where data exported from multiple sources may contain duplicates and you need a quick cross-tabulation of requirements counts by document group over time. Prefer this over general-purpose analytics tools when you want a lightweight, pay-per-use computation with no setup, or when your agent needs a deterministic, reproducible local computation without external data access.
Side effects
- Input array is empty or missing — requires at least 1 row
- More than 200 rows submitted — exceeds the per-call limit
- Invalid date format (must match YYYY-MM-DD pattern)
- Missing required fields (row_id, document_group, date, mapped_requirements, total_requirements) on any row
- Invalid field enum value — must be either 'mapped_requirements' or 'total_requirements'
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
- Payment not included or insufficient — requires 0.01 USDC via x402 protocol
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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