project/docs/ai-context.md

Project context

• This workspace contains a prepared RGB remote-sensing corpus and an approved, separate lightweight model build. Dataset preparation/validation does not train models.
• The bounded sources are DOTA and OpenEarthMap. Preserve provenance and source-specific license limits.
• DOTA has no absolute geolocation guarantee in this selection; do not claim fully certified geographic independence.
• The corpus is finalized only when datasets/corpus/visual_review.json matches the validation content hash and stats.json reports readiness.
• Model implementation follows docs/superpowers/plans/2026-10-24-lightweight-overhead-model.md; durable task/review progress is in .superpowers/sdd/2026-10-24-lightweight-overhead-model/progress.md.
• Tasks 1 (CPU runtime) and 2 (fixed evaluation/metrics) are implemented and independently reviewed. Task 3 measured pretrained baseline is implemented: 52 quick tiles plus 68 detection calibration tiles, 178.909 seconds evaluation, 16 previews; see its task report for coverage concerns. No model training has started.