Flips the bias in step 8b: build a simple HTML page/web UI by default, fall back to stdout only for pure fact-checking (binary yes/no, benchmarks). Mirrors upstream spike-idea skill constraint #3 update. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>