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Agent Instructions

Style

  • Never use em dashes (Unicode U+2014, the long dash) anywhere: code, comments, docstrings, JSON, docs, commit messages, or generated prose. Use a plain ASCII hyphen (-), a colon, or rephrase the sentence.

Licensing

  • Cite and derive only from permissively licensed sources (MIT / Apache-2.0). Never reference, clone, or copy from GPL/AGPL projects (e.g. WongKinYiu/yolov9 is GPL-3.0; Ultralytics is AGPL-3.0). For YOLOv9 use MultimediaTechLab/YOLO (MIT); for RT-DETR use lyuwenyu/RT-DETR / PaddleDetection (Apache-2.0).

Production Deploys

  • The Vercel project root directory is website/, even though benchmark submissions and generated data live at the repository root.
  • A Git push can be insufficient when changes only touch root-level data or metadata. After pushing production data changes, run an explicit production deploy from the repository root: npx vercel --prod --yes.
  • Before deploying, run npm run build from the repository root, or npm run build inside website/.
  • After deploying, verify the live production URL, not just the Vercel preview URL. For the parity report, check https://www.visionanalysis.org/parity.