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Dating Profile Optimization Suite

Source: github.com/f/prompts.chat ยท Contributor: mmanisaligil

p
@community_library
about 10 hours agoNovember 9, 2026 at 11:48 PM

Content

Build a web app called "First Impression" โ€” a dating profile audit and optimization tool.

Core features:
- Photo audit: user describes their photos (up to 6) โ€” AI scores each on energy, approachability, social proof, and uniqueness. Returns a ranked order recommendation with one-line reasoning per photo
- Bio rewriter: user pastes current bio, clicks "Optimize", receives 3 rewritten versions in distinct tones (playful / authentic / direct). Each version includes a word count and a predicted "swipe right rate" label (Low / Medium / High)
- Icebreaker generator: user describes a match's profile in a few sentences โ€” AI generates 5 personalized openers ranked by predicted response rate, each with a one-line explanation of why it works
- Profile score dashboard: a 0โ€“100 composite score across bio quality, photo strength, and opener effectiveness โ€” updates live
- Export: formatted PDF of all assets titled "My Profile Package"

Stack: React, [LLM API] for all AI calls, jsPDF for export. Mobile-first UI with a card-based layout โ€” warm colors, modern dating app feel.

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