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Application Processing Imports — CSV Header Contract Check
x402
Application Processing Imports — CSV Header Contract Check is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).
Validates the column headers and cell-level contract of a CSV file containing application processing import data, returning a header contract check report.
Price / call$0.01
Success—
StatusUnknown
How this service works
Application processing imports — Header contract check: Header contract check for Application processing imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one CSV header contract check report.
Output
Returns a header contract check report indicating whether the submitted CSV conforms to the declared schema — including column presence/order, allowed category values, cell length limits, numeric bounds compliance, and any row-level violations across up to 1000 rows.
Example use cases
Pre-import schema check for ATS data
“Before I upload this applicant tracking CSV, can you validate its headers and structure? It has columns for application_id, received_on, role_id, stage_duration_days, and assessment_score, uses comma delimiters, and role_id should only contain group-a or group-b values.”
Automated pipeline data quality gate
“As part of my nightly application import pipeline, run a header contract check on this CSV — make sure the columns are correct, cells stay under 1000 characters, and numeric scores are between 0 and 100. Flag any rows that break the contract.”
Validating a CSV from an external vendor
“I got a CSV from our recruiting vendor and need to check it meets our import format before loading it — it should have application_id, received_on, role_id, stage_duration_days, assessment_score columns with a comma delimiter, and allowed categories are group-a and group-b. Can you run the header contract check on it?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-applications-schema?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, low-cost CSV schema validation specifically for application processing import files — particularly when you want to enforce column headers, allowed categorical values, numeric bounds, and cell length limits without any external data enrichment. Ideal as a pre-import gate in automated pipelines handling recruitment or application-stage data.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- More than 1000 rows submitted — validation may be truncated or refused
- Invalid delimiter specified — parsing errors
- Malformed CSV (unmatched quotes, inconsistent columns) — parse failure
- Allowed categories list exceeds 100 items — input rejected
- Cell length exceeds max_cell_length — flagged as violation
- Numeric values outside min/max bounds — flagged as contract breach
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| csv | string | |
| maximum | number | |
| minimum | number | |
| delimiter | string | |
| max_cell_length | integer | |
| allowed_categories | array |
Tags
x402
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