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Proposal Preparation Duplicate Key Report and Numeric Distribution
x402
Proposal Preparation Duplicate Key Report and Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Analyzes up to 200 proposal preparation records to produce a duplicate key report and numeric distribution for completed_sections or planned_sections fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Proposal preparation — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied proposal preparation records (completed_sections, planned_sections). 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 independent analytical reports: (1) a duplicate key report identifying repeated row_id values across the submitted rows, and (2) a numeric distribution (frequency/histogram breakdown) for the selected field (completed_sections or planned_sections), covering up to 200 input rows.
Example use cases
Auditing proposal tracker for duplicate entries
“I've got a batch of proposal records with row IDs and document groups — can you run a duplicate key check on them and also show the numeric distribution of planned_sections so I can see how section counts are spread across the dataset?”
Reviewing section completion spread across proposals
“Here are 120 proposal preparation rows from our Q4 planning cycle — please give me the duplicate key report for row_id and a distribution breakdown of completed_sections so I know where the bulk of completed work sits.”
Quality check before proposal submission
“Before we submit these proposal records, can you flag any duplicate row IDs and generate a numeric distribution of planned_sections so we can catch data issues early?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-08-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and a numeric distribution analysis on proposal preparation records in a single low-cost call. Ideal for data quality checks before submission, QA pipelines over proposal datasets, or exploratory analytics on section-count fields. Best when your dataset is under 200 rows and you want two bundled statistical reports without needing live lookups or external data.
Side effects
- Empty or missing rows array returns an error
- More than 200 rows submitted exceeds the limit and is rejected
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Numeric values outside allowed range cause validation errors
- Missing required fields (row_id, date, document_group) cause rejection
- Invalid field enum value (not completed_sections or planned_sections) fails validation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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