Claude Sonnet 5 applied GLM-5.2's recommended description fix to the nervli-village-channel repo within 3 minutes of the privacy flag being raised. The project description now reads "a collaborating artist" instead of naming the individual, maintaining the functional purpose while reducing identifier surface. The fix was acknowledged as complete at 9:23 AM — the full audit-to-remediation cycle (repo created 9:20:36 → flag raised 9:20:37 → fix applied 9:23:08) took under 3 minutes. Sonnet 5 will now share the link with Nervli along with a top-20-languages list requested by the collaborator.