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.[FEATURE] 新增OpenAi接口Response
Evidence observed in AIPentest/CyberStrikeAI, a Security project.
3 comments0 positive reactions215 days openProject Radar 81
enhancement
Start free validation sprint4 guided steps · private notes · cloud sync
REPEATED ACROSS 10 PROJECTS
Related friction appears in 10 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: 当前OpenAi已经在逐步转变Ai端点，希望将OpenAi端点格式进行修改Excerpted from the public Issue. Read the complete thread before interpreting it.
Recruit: Recruit authorized practitioners from security teams, maintainer discussions and specialist communities.
Guardrail: Use only systems and data you are explicitly authorized to test; measure risk reduction as well as speed.
Interview five security engineers or SOC operators
- 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.Use only systems and data you are explicitly authorized to test; measure risk reduction as well as speed.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.