AGENTS.md

• Workspace member: rust_scorer (CLI + float_scan_bench). neat-core is a path dependency on ../../NEAT-AI-core/neat-core (sibling clone of NEAT-AI-core). Forward-only scoring uses neat_core::training_bin_stream::for_each_read_chunk only (native pipelined I/O; wasm32 sequential chunks — one API, no mmap / no alternate scan modes).
• Keep the positional CLI contract (<creature.json> <data_dir>) stable.
• Local gate: run ./quality.sh before commit/PR (shellcheck, optional cargo upgrade, cargo-deny, fmt --check, clippy, check, build, test, doc with RUSTDOCFLAGS=-D warnings, release build).
• CI (.github/workflows/ci.yml): fmt, cargo-deny, clippy (filter_next / collapsible_if), check, build, test, rustdoc, plus shellcheck on *.sh; validation (required files + cargo metadata); codespell; PR-only security (cargo audit + dependency review). Weekly upgrade-dependencies.yml opens a bump PR when cargo upgrade changes manifests.
• Extra clippy::* allows live in workspace Cargo.toml so -D warnings is viable on this imported code; align with Discovery pedantic rules gradually if you want stricter parity.