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Manuscript Progress — String Normalisation + Duplicate Key Report
x402
Manuscript Progress — String Normalisation + Duplicate Key Report is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).
Runs string normalisation and duplicate key detection on up to 200 manuscript progress records (drafted_words, target_words) and returns two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Manuscript progress — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied manuscript progress records (drafted_words, target_words). 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
Two independent reports: (1) a string normalisation report highlighting inconsistent or non-standard string values in fields like document_group; (2) a duplicate key report identifying rows with repeated row_id or other key fields — both covering up to 200 input rows, processed entirely locally with no external lookups.
Example use cases
Cleaning a writing tracker export
“I exported my writing tracker and I think there are duplicate row IDs and messy string formatting in the document_group field — can you run a string normalisation and duplicate key check on these 50 manuscript progress rows and tell me what needs fixing?”
Pre-import data quality check
“Before I import these manuscript progress records into my system, can you check all 120 rows for duplicate row IDs and normalize the document_group strings so I know what's clean and what needs attention?”
Auditing a multi-author writing project
“We have progress logs from several authors across different document groups — some rows might have duplicate IDs or inconsistent group name formatting. Can you run a duplicate key report and string normalisation on these 80 rows so we can sort it out?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-02-021?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to validate and clean manuscript or writing-progress data specifically — detecting duplicate row/key entries and normalising string fields — without any live data lookup, prediction, or external service calls. It is ideal as a lightweight, low-cost ($0.01) pre-processing step before ingesting writing tracker exports into a downstream system.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, document_group, date, drafted_words, target_words) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern rejected
- drafted_words or target_words values outside allowed numeric range rejected
- Empty rows array (minItems: 1) causes error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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