Each brief encodes a meticulous-value contract (real software install + real
baked dataset + offline self-test + status:done manifest) so loop output scores
high on the cardex rubric instead of being shallow stubs. Security-focused and
distinct from the existing library.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>