geointel/prompts/codex/M4_PASS_06_QAQC_EXPORTS.md

Codex Pass 06 — QA/QC and Exports

Task: Implement QA/QC comparison against reference features and GeoJSON/CSV export.

Read:

• docs/QA_QC_SPECIFICATION.md
• docs/QA_QC_ENGINE.md
• docs/API_EXAMPLE_RESPONSES.md

Required:

• IoU matching.
• TP/FP/FN.
• Precision/recall/F1.
• GeoJSON export for detections and findings.
• CSV metrics export.

Acceptance:

• Expected QA metrics fixture passes.
• Exports are downloadable and recorded.