file_to_data_inspect
shallowcom.jithox/jithox · Verify this server
Step 1 of turning a business file into data: hand in a supplier price list, a customer import or an order file (CSV or other delimited text, XLSX, JSON, NDJSON; at most 3 MiB, 50,000 rows, 200 columns). Returns the recognised columns and types, a PROPOSED mapping to a built-in target schema (supplier_price_list, customer_import, order_lines) or to your own, each line with a confidence and a reason, the issues found so far, and the limits with how much the file used. The proposal is deterministic arithmetic over headers (EN/NL/FR/DE/ES) and column types — no AI — and nothing is carried out until you send it to file_to_data_transform. Free, no account, nothing is stored; formulas and macros are never executed.
1 trials · measured 14 days ago
file_to_data_inspect scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.jithox/jithox, measured 23 Sept 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-23 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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