Overview
A strong agent task begins with four connected elements:
- The recurring problem.
Identify the activity that wastes time or requires repeated manual effort. Examples include researching keywords, reviewing sales calls, preparing daily content ideas, producing campaign assets, or monitoring information that changes regularly.
- The required artifact.
State what must exist at the end. The artifact might be a working web application, a report, a set of content ideas, a published page, an image, a video, or a scheduled job. Naming the artifact matters because an agent may otherwise produce a related but unusable substitute.
- The context that makes the artifact specific.
Provide the niche, project details, business information, brand requirements, files, existing process, or other inputs that the agent needs. A generic task tends to produce a generic result. A task connected to the user's actual environment can produce a result tailored to that environment.
- The conditions that define success.
Specify the properties that must be true. A keyword research tool, for example, may need to return real keywords, adapt to any supplied niche, use an AI component to understand the niche, and provide a front end that a person can operate. These details distinguish a usable application from a code fragment or an instruction file.
The prompt itself can remain simple. The important work is not polishing grammar. It is defining the problem, the intended artifact, the relevant context, and the completion conditions.