AI Toolkit
The toolkit is where you choose the practical aids: which model to use, which app to work in, which prompt or skill to reuse, and which tool connection should enter the loop.
Who This Is For
Use this section after you know the workflow you are improving. If you do not know the workflow yet, start with Work Mapping.
Where To Start
| Need | Start with |
|---|---|
| Compare model providers and modalities | Models |
| Work through a conversational AI interface | Chat |
| Shape instructions and reusable prompt patterns | Prompts |
| Package repeatable procedures for agents | Skills |
| Connect agents to external systems | Tools |
What To Read Next
- AI Agents — when a tool becomes a coordinated AI agent crew.
- Ship It — when toolkit choices need evals, observability, trust, and config.
- See the System — when you need to show where each tool sits in the feedback loop.
Questions
Which tool choice would remove friction from the workflow without hiding human judgment?