External integrations and posting support will be validated after the MVP. Auto-publishing is not the goal.
About this appDirections to consider
- Improve candidate accuracy and explainability
- Make context review faster
- Add clearer short-form decision signals
- Make handoff to editing software easier
- Validate learning from accept/reject behavior
Not doing / handle carefully
- Replacing full editing software
- Heavy caption styling or effects
- Zoom, BGM, or sound-effect editing
- Social media operations outsourcing
- Publishing flows that remove creator review
Features under consideration
Not everything listed here will be built. We will validate the clearest ideas first.
Intent
Use volume, speech density, and context to miss fewer candidates.
Guardrail
Keep the reason visible.
Intent
Review the opening, payoff, and reaction clarity.
Guardrail
Do not make the number the goal.
Intent
Reduce uncertainty about where to start and end.
Guardrail
Do not treat the suggestion as final.
Intent
Learn what each creator tends to keep and improve candidates.
Guardrail
Do not overfit and hide new strengths.
Intent
Make it easier to write how a clip should be presented.
Guardrail
Avoid clickbait that breaks creator tone.
Intent
Make handoff to Premiere, DaVinci, Vrew, and similar tools easier.
Guardrail
Do not support formats endlessly.
Intent
Use viewer reactions as an auxiliary signal.
Guardrail
Do not force it on streams with little chat.
- Does it reduce uncertainty in candidate search?
- Does it speed up creator judgment?
- Does it hand off well to existing editing tools?
- Does it improve learning for Japanese livestreams?