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CSV Cell Length Audit for Application Processing Imports
x402
CSV Cell Length Audit 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 cell lengths in an application processing CSV table, flagging cells that exceed a specified maximum character length.
Price / call$0.01
Success—
StatusUnknown
How this service works
Application processing imports — Cell length audit: Cell length audit 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 cell length audit report.
Output
Returns a cell length audit report identifying which cells in the CSV exceed the specified maximum character length, along with details on the offending rows and columns. The report covers up to 1000 rows and supports quoted cells and configurable delimiters.
Example use cases
Pre-import compliance check for applicant data
“Before I upload this applications CSV to our ATS, can you audit it for cell length issues? The max cell length should be 500 characters, comma-delimited, and the allowed categories are 'group-a' and 'group-b'. I'll paste the CSV now.”
Automated quality gate in recruiting pipeline
“As part of our nightly job, validate the attached application processing CSV — flag any cells longer than 300 characters, use comma as the delimiter, and only allow role categories 'eng-junior', 'eng-senior', and 'ops-lead'. Give me a full cell length audit report.”
Spot-check stage duration values in small batch
“I've got a small CSV of about 50 application records with columns for application_id, received_on, role_id, stage_duration_days, and assessment_score. Can you audit the cell lengths with a max of 100 characters and make sure values stay between 0 and 365?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-applications-length?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need a lightweight, low-cost ($0.01 USDC) cell length audit specifically for application processing CSV imports — especially when your pipeline needs to enforce a declared table contract on fields like application_id, role_id, stage_duration_days, and assessment_score before ingestion. Prefer this over generic CSV validators when you need category allowlist checks alongside length validation, and when your data is under 1000 rows.
Side effects
- CSV exceeds 100,000 character input limit — request rejected
- More than 1000 rows in the CSV — only first 1000 may be processed
- Invalid delimiter specified (must be comma, semicolon, or tab)
- max_cell_length out of range (must be 1–5000) — validation error
- Malformed CSV (unmatched quotes, inconsistent columns) — parse error
- Empty CSV input — minimum length not met
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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