AI mini app
Deep Prompter
Bilingual research assistant that assembles copy-ready prompts for Gemini and other LLMs in minutes.
Problem
Research and strategy teams were rewriting prompts from scratch whenever the brief, language, or target model changed, slowing momentum.
Approach
Designed a calm, bilingual assistant that scopes the brief through guided chat, locks in model-ready constraints, and hands back a polished prompt instantly.
Result
Cut prompt drafting from 30 minutes to under 5 while aligning English and Arabic stakeholders on the same research deliverable.
A calm bilingual interface for turning fuzzy research goals into a model-ready prompt without losing the brief in translation.
Live walkthrough
Try the assistant inside the case study.
The tool below is the real interaction layer. It captures the brief, asks for the target model, and returns a cleaner research prompt in minutes.
Deep research assistant
Welcome! Tell me your research topic. I'll craft the perfect deep-research prompt for your chosen LLM.
Overview
What changed
The product work was not just the prompt generator. It was the pacing, bilingual clarity, and decision structure that keep the brief usable.
Overview
This project demonstrates Deep Prompter - a bilingual research assistant that assembles copy-ready prompts for Gemini and other LLMs in minutes.
Where this pattern helps
- Founder interviews and research briefs
- Arabic and English alignment on the same output
- Fast prompt drafting before stakeholder review
Related paths
Next step
If you want a similar assistant shaped around your workflow, bring the brief.
A short walkthrough is enough to decide whether this becomes a mini app, an internal tool, or part of a larger service engagement.