One-command harness: clone, run scripts/prove.sh, and every headline claim is
either verified on your machine (re-runs the bug-catching tests) or printed as
'CLAIMED — not reproduced here' with the exact prerequisite. Hard gate =
workspace tests + deterministic Python proof; section 3 re-runs 7 anti-slop
assertion tests (each fails on pre-fix code); gated claims (GPU/dataset/hardware/
trained-checkpoint/named-identity) are honestly listed, never faked.
Co-Authored-By: claude-flow <ruv@ruv.net>