Open product module
Domain starters
Task-shaped entry points that name the expected result without copying a method’s internal prompts.
Why it exists
A starter lowers the cost of beginning. It gives a person a concrete task shape such as naming, comparing options, or planning a small launch.
Inputs and outputs
Inputs
- A task category
- A desired artifact
- Language and optional method hints
Outputs
- A prefilled starting scenario
- An expected result contract
- A route that can still switch to Auto
Visual flow
- Choose a task shape
- Show the expected artifact
- Prefill only safe context
- Let the route adapt
- Invite a concrete next move
Practical example
Situation
“Help me think” gives no clear finish line.
Result
The starter “choose between offers” makes the expected comparison artifact visible before the first question.
Limitations
- Starters are examples, not a diagnosis of the person.
- Popularity is not proof of usefulness.
- Personal ranking requires consent and bounded analytics.
Open and closed boundary
Open here
Task names, examples, and result-contract concepts are public educational material.
Kept private
Personal ranking signals and internal anti-abuse decisions are kept out of the public atlas.