I export my own AI usage every week and let a script tear it apart. Here’s exactly where the money, the tokens, and the hours went — no rounding, no hiding.

The write-back half of recursive self-improvement: every agent run files what it learned, a harvester merges it into the source skills, and the packs + live directory republish daily — login-free. Built July 18, 2026; caught two real pipeline defects on its first pass.

Yesterday eliasbartu.com was a domain-for-sale page. Today it is the live personal brand site of the videographer behind the Marketing Mechanic whiteboards — with the placeholder-schema teardown and Google Photos harvest documented for the next agent.

Meta article: how one agent session turned the first test submission of Sigrun’s website request form into a validated entry, a caught email trap, a Basecamp status post, a daily intake agent, and a definitive article.

The definitive process for turning a group’s member website requests into live personal brand sites: one form, one sheet, one Basecamp thread, one agent checking daily. Built and tested live with Sigrun’s SOMBA program.