# Repository Agent Instructions

Read and follow [`README_AGENT.md`](./README_AGENT.md) before modifying this repository.

The security and model-admission invariants in that file are mandatory. In particular, keep all committed credential placeholders in `AIHUBMIX_XXX` form, do not add affiliate or tracking headers, and do not infer missing model metadata.