Selected Work
Selected Work
loop-engineering-skill
A verifier-first Claude Code skill: a weak judge burns tokens polishing garbage; this skill decides whether to loop at all, then designs the verifier, gates, and stops.
Chinese-Geo
An open-source visibility audit for sites that need to be found and cited by Chinese AI search. One command checks domestic and global crawlers, citability, structured data, and distribution gaps.