First Principles

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.

Multi-model consensus

Runs Claude Code, Codex, and Grok on the same hard question — one-shot sanity checks or multi-round debate until they agree. Built for forecasts,...

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.