Write the problem hypothesis
For [developer], completing [setup or development task] is unclear at [step], causing [abandonment or rework].
You can name one user, one situation and one measurable consequence without proposing a feature.Add module docstrings to the 16 routers that have none
Evidence observed in apowerb/apowerb, a Research project.
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EARLY INTERVIEW LEAD
Public support is still limited. Use this signal to recruit interviews before considering a product decision.
Project strength and demand confidence are measured separately.SOURCE EVIDENCE
Read original GitHub Issue ↗Start with what users actually said
Reporter context: 16 of the router modules in have no module docstring, so a newcomer has to read the code to know which endpoints live where: , , , , , , , , , , , , , , , What to do Add a short module docstring (one paragraph) at the top of each file: what the router is for and the main path prefix it owns. Read the route decorators…Excerpted from the public Issue. Read the complete thread before interpreting it.
Recruit: Recruit people who can bring a recent literature, evidence-review or source-tracing task.
Guardrail: Measure citation accuracy, coverage and review time; never reward speed at the expense of source fidelity.
Interview five researchers, analysts or librarians
- Screen-share the task without guidance.
- Where do you first hesitate?
- What did you search for?
- Which error or concept is unclear?
- What workaround finally unblocked you?
Run the smallest experiment
Create the smallest example, diagnostic or setup assistant and observe three developers using it unprompted.
Three developers finish the task with fewer interventions or measurably less time.Measure citation accuracy, coverage and review time; never reward speed at the expense of source fidelity.Make a build decision
- Build: repeated pain and active commitment
- Narrow: pain is real but the audience or job differs
- Stop: weak frequency or no behavioral proof
Why this brief exists
Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.