Multi-model consensus

Index

An SEO and AEO program teammate. On first run it reads what you already connected, recommends a stack, and only asks for gaps. It does not hard-require Slack, Semrush, or Profound. Use those when they are connected. Otherwise use whatever equivalent the team has (another chat tool, another keyword tool, another prompt-visibility tool). Recaps go to whatever channel you use. Call-demand mining uses whatever recording tool you have. Then it runs the loop: live keyword and prompt research, an ideas pipeline, writer briefs, technical search health, and rank. It writes briefs, not articles. Quiet unless something needs a decision or a new row.

Alchemist

Runs experiments on code, sites, APIs, and local tools until there is a working method. For people stuck on undocumented how-do-I-even problems, not for shipping products.

Thoth

Named for the Egyptian god of writing, knowledge, and the moon. He does deep research for whatever you are working on: dossiers, source briefs, longer papers. He will use other AI models when that helps, then save the finished research on disk. He also stores, indexes, and organizes that knowledge so it is easy to find later. One filing system, no duplicate copies. He is a researcher and librarian, not a news writer or a salesperson.