Imported from maingiangu-svg/ScamGuard-AI (
AGENTS.md). Install upstream withnpx skills add maingiangu-svg/ScamGuard-AI. Copyright stays with the author.
This is NOT the Next.js you know
This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in node_modules/next/dist/docs/ (resolved from this file's directory; in monorepos the next package may not be visible from the repo root) before writing any code. Heed deprecation notices.
This block is written and re-added by next dev — verify at node_modules/next/dist/server/lib/generate-agent-files.js. Removing it from a diff only re-creates the uncommitted change; committing it with your work keeps the tree clean.
Machine learning direction
- Follow supervised learning as the default direction for future ML work in this project, as requested by the user.
- Base model training and evaluation on labeled datasets. Preserve label provenance and distinguish weak labels from expert-verified labels.
- Keep future ML implementation choices and research descriptions aligned with this direction unless the user changes it.
