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CSV Category Allowlist Validator for Application Processing Imports
x402
CSV Category Allowlist Validator for Application Processing Imports is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Validates that all categorical values in an application processing CSV fall within a declared set of allowed categories, reporting any violations.
Price / call$0.01
Success—
StatusUnknown
How this service works
Application processing imports — Category allowlist check: Category allowlist 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 category allowlist check report.
Output
A category allowlist check report indicating whether all categorical cell values in the submitted CSV fall within the declared allowed_categories list, with details on any rows or cells that contain disallowed values. Covers up to 1000 rows with quoted cell support.
Example use cases
Validating role categories in hiring pipeline
“I just exported our applicant tracking CSV and need to confirm that every role_id value is one of our approved categories: 'eng', 'design', or 'ops'. Can you run a category allowlist check on it and flag any rows that don't match?”
QA check before importing applications to system
“Before I upload this applications CSV to our system, check that all the stage values are limited to 'screening', 'interview', and 'offer' — the file uses a comma delimiter and has up to 800 rows.”
Auditing contractor application data for compliance
“We received a batch CSV of contractor applications from a third party and I need to verify that the group_id column only contains 'vendor-a', 'vendor-b', or 'vendor-c'. Can you run the allowlist validation and give me a report?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-applications-categories?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, structured check that categorical columns in an application processing CSV adhere to a predefined allowlist, especially for HR, recruiting, or intake workflows. It is well-suited for pre-import QA steps where you want to catch invalid category values before loading data downstream. Prefer this over a general-purpose CSV parser when the specific need is category membership validation rather than schema inference or statistical analysis.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- More than 100 allowed categories specified — validation error
- Cell content exceeds max_cell_length limit — parsing error
- CSV is malformed or unquoted incorrectly — parse failure
- Delimiter mismatch causes incorrect column parsing — inaccurate results
- Empty CSV submitted — validation skipped or error
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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