Write the problem hypothesis
For [specific user], completing [job] is difficult because [missing capability], causing [measurable consequence].
You can name one user, one situation and one measurable consequence without proposing a feature.This page is preserved so old links and saved research still work. Verify the original GitHub Issue before taking action, or choose a current signal from Opportunity Radar.
Browse current opportunities →feat: support horizontal scaling / cluster deployment for production
Evidence observed in agentscope-ai/ReMe, a Research project.
2 comments0 positive reactions75 days openProject Radar 88
help wanted
Browse current opportunitiesArchived brief · verify the original Issue
REPEATED ACROSS 6 PROJECTS
Related friction appears in 6 independent repositories. This is stronger than one backlog item, but still requires direct user validation.
Project strength and demand confidence are measured separately.SOURCE EVIDENCE
Read original GitHub Issue ↗Start with what users actually said
Reporter context: Feature Request: Horizontal Scaling / Cluster Deployment Support Is your feature request related to a problem? Yes. ReMe is designed as a local-first, single-instance application. While this works great for personal/single-agent use cases, it becomes a bottleneck when deploying ReMe as a shared memory service in…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
- When did you last need this?
- What outcome were you trying to reach?
- What did you use instead?
- How often does this occur?
- What commitment would prove it matters?
Run the smallest experiment
Deliver the outcome manually or with a narrow prototype before building a reusable feature.
A user completes the real workflow and commits time, data, distribution or budget to repeat it.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.