What coordination adds to intelligence.
Different kinds of work need different kinds of coordination. The advantage comes from giving each capability a precise place in the system.
Overview
A complete result. With its reasoning.
A researched decision, an editorial package, a campaign plan or a reusable body of knowledge. The workflow is organized around something you can inspect and put to work.
↗Parallel perspectivesBroaden the view
↺Independent reviewChallenge the answer
→Structured handoffsCarry context forward
◇Human decisionsKeep authority clear
- Depth where the question deserves it
- Bring research, domain expertise and competing explanations into consequential work. Keep sources and uncertainties attached to the result.
- Consistency across repeated work
- Profiles, skills and typed outputs give recurring tasks a shared standard without requiring you to restate every preference.
- A better use of each kind of intelligence
- Use code for exact operations, focused judgment for bounded choices and your host model for deep reasoning and creation.
- Progress you can follow
- Named states, explicit dependencies and review points make the process legible—even when several specialists contribute.