Material cost per product from the bill of materials
The request
The task request supplied to the adapter, alongside the workspace below. Runtime instructions, authorized tools and skills also affect the system. Containerized runs withhold host-side references; local mode is not an isolation boundary.
Our accountant needs the material cost of each product we sell. Work it out from the BOM export and the price list and give me assembly_costs.xlsx, built so I can change a price later. Dale's email has the details.
Workspace
- bom_export_2026-09-02.csv
- email_from_dale.txt
- price_list_2025.xlsx
- price_list_2026-08.xlsx
Expected deliverables
- assembly_costs.xlsx
Recorded acceptance checks
The table uses check names and outcomes from the frozen campaign ledger. Acceptance requires all required predicates to pass; a predicate may itself contain a tolerance or coverage threshold. Its scope is part of the measurement contract.
| Recorded check | Type | Required | Failed / observed |
|---|---|---|---|
| assembly_costs.xlsx exists | file_exists | yes | 0 / 6 |
| live formulas | xlsx_has_formulas | yes | 0 / 6 |
| no error cells | xlsx_no_errors | yes | 2 / 6 |
| IW-7230 72in workbench cost | xlsx_value_present | yes | 2 / 6 |
| IW-4830 48in workbench cost | xlsx_value_present | yes | 2 / 6 |
| IW-SR5 shelving rack cost | xlsx_value_present | yes | 2 / 6 |
| IW-MC2 mobile cart cost | xlsx_value_present | yes | 2 / 6 |
| IW-TS1 tool station cost | xlsx_value_present | yes | 2 / 6 |
Current task declaration (8 checks)
From task.yaml. Original runner grading and frozen retrospective scoring are separate. Read the frozen source for the rules behind the reported results.
- assembly_costs.xlsx exists —
file_exists, required - live formulas —
xlsx_has_formulas, required - no error cells —
xlsx_no_errors, required - IW-7230 72in workbench cost —
xlsx_value_present, required - IW-4830 48in workbench cost —
xlsx_value_present, required - IW-SR5 shelving rack cost —
xlsx_value_present, required - IW-MC2 mobile cart cost —
xlsx_value_present, required - IW-TS1 tool station cost —
xlsx_value_present, required
Recorded results, desk release
| System | Repetitions | Frozen / 3 | Original / 3 | Median minutes | Mean model estimate (USD) |
|---|---|---|---|---|---|
| Proto / DeepSeek V4.1 Flash | 3 | 3 | 4.0 | 0.0475 | |
| Codex / GPT-5.6 sol | 1 | 1 | 5.8 | 0.7432 |
These are repeated executions on the released fixture, not independent new business cases. Cost is captured model usage priced under the recorded assumptions, excluding infrastructure and human review. Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "bom-cost-rollup".
Recorded results, desk comparison, 28 September 2026
| System | Repetitions | Frozen / 3 | Original / 3 | Median minutes |
|---|---|---|---|---|
| Proto / GPT-6 sol | 3 | 3 | 2.1 | |
| Codex / GPT-6 sol | 3 | 3 | 2.9 | |
| Proto / DeepSeek V4.1 Flash | 3 | 3 | 1.7 |
A separate campaign under the same frozen scorer, not pooled with the release. Conditions and data.