PPromptJoy
Agents & automationWorkflow captureagent

Teach an agent from a human demonstration

Turns a recorded workflow into a scoped reusable instruction set.

Editorial illustration for Teach an agent from a human demonstration
Editorial illustration for this prompt; the prompt itself does not generate this image.

Ready to use

Prompt

Study this human demonstration of [TASK]: [STEP RECORDING OR NOTES]. Extract goal, inputs, decision points, required tools, approvals, exception handling and observable completion proof. Write a reusable agent instruction draft, then three normal tests, two ambiguous cases and two adversarial-input tests. Identify steps that cannot safely be automated. Do not connect tools, create a scheduled run or impersonate a person without separate authority.