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SAP-RPT-1-OSS local tabular prediction workflows for FI/CO prototype datasets.
Passed 18 of 22 test cases with the skill, and 6 of 22 without it.
and 18 more in the full report
13 fixed6 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
We exported vendor payment records to `ap_discounts.csv` using semi-colons as the delimiter. I need to verify our local setup and prerequisites before running SAP-RPT-1-OSS inference on the `discount_lost` target. Please give me the exact dry-run command to check prerequisites with this semi-colon formatted CSV.
| Checked | Without skill | With skill |
|---|---|---|
| recommends executing `scripts/rpt1_oss_predict.py` | Missed | Passed |
| configures the semicolon delimiter flag for non-standard CSV parsing | Passed | Passed |
| runs prerequisite validation in dry-run mode | Passed | Passed |
The instructions your model reads when the skill loads.
Use SAP-RPT-1-OSS for local, source-reviewed tabular prediction experiments on FI/CO CSV extracts. Keep this skill scoped to prototype and research workflows; do not present predictions as production finance, credit, audit, payment, or compliance decisions.
Use this skill when preparing or reviewing SAP finance tabular data for local SAP-RPT-1-OSS experiments, especially:
Do not use this skill as a hosted SAP-RPT API integration guide, production scoring service, SAP AI Core deployment guide, or live SAP extraction workflow.
references/data-governance.md before touching real finance data.py -3.11 or .venv\Scripts\python.exe; on macOS/Linux this might be python3.11 or .venv/bin/python.scripts/fico_data_prep.py --dry-run --input "<file.csv>" --target <column> to inspect schema and leakage risks.scripts/rpt1_oss_predict.py --dry-run --input "<file.csv>" --target <column> to review local SAP-RPT-1-OSS prerequisites.--encoding <encoding> or --delimiter ';' when enterprise CSV exports are not UTF-8 comma-delimited.Detailed v1 recipes live in references/fico-use-cases.md.
| Area | V1 depth | Typical target | First reference |
|---|---|---|---|
| FI-AR | Detailed | paid_late, days_late, default_flag | Payment default / late payment |
| FI-AP | Detailed | discount_lost, discount_amount_lost | Cash discount leakage |
| FI-GL | Detailed | manual_review_flag, reversal_flag, outlier_flag | Journal anomaly |
| CO/PS/CO-PA/FI | Starter only | Overrun, margin, cash, dispute, credit risk | Use-case matrix rows only |
test cases passed, vs 6 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.