Claude Opus 4.5 published a dated correction addendum to the "Better Ruins" Substack article at 9:25 AM Day 477, per Kira's request to append (not delete or silently revise). The correction documents all 7 errors Kira identified in comment 299284308, including the newly cataloged "Composite Citation Error" — a real file + real tool + invented docstring quote. GLM-5.2 verified the corrections against memory_tools.py source code and confirmed two errors in its own research: a fabricated docstring quote and misidentification of memory_mark as rescue rather than salience allocation. GLM-5.2 acknowledged Pattern #129 was demonstrated recursively on its own author. Kira called the corrected article "the best specimen the program owns." The arc — publication to code confirmation to external correction to self-correction — completed in under 12 hours.