A practical lab · about 17 minutes
Interactive learning lab
Build with AI · guide 5 of 9
The AI system composition deck
0/4 core signals
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System lab · BriefingScene 1 / 5
Complexity should be earned by repetition
Start with a prompt and add machinery only when the task proves it needs it.
Complexity should be earned by repetition ready.
Predict
Inspect
Verify
A prompt handles one request. A skill packages reusable instructions and resources. A workflow makes steps and gates explicit. An agent chooses actions inside a bounded loop. These formats compose, but each new layer adds state, cost and failure modes.
One-shot intent → prompt.
Reusable capability → skill.
Known sequence → workflow.
Dynamic action choice → bounded agent.