diff --git a/PROMPTS.md b/PROMPTS.md
index 34b6be95..50b1bc73 100644
--- a/PROMPTS.md
+++ b/PROMPTS.md
@@ -108704,3 +108704,26 @@ Stack: React frontend, localStorage for data persistence, [LLM API] for AI respo
 
 </details>
 
+<details>
+<summary><strong>Dating Profile Optimization Suite</strong></summary>
+
+## Dating Profile Optimization Suite
+
+Contributed by [@mmanisaligil](https://github.com/mmanisaligil)
+
+```md
+Build a web app called "First Impression" — a dating profile audit and optimization tool.
+
+Core features:
+- Photo audit: user describes their photos (up to 6) — 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 — AI generates 5 personalized openers ranked by predicted response rate, each with a one-line explanation of why it works
+- Profile score dashboard: a 0–100 composite score across bio quality, photo strength, and opener effectiveness — 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 — warm colors, modern dating app feel.
+
+```
+
+</details>
+
diff --git a/prompts.csv b/prompts.csv
index e3bbbd10..742dd533 100644
--- a/prompts.csv
+++ b/prompts.csv
@@ -89687,3 +89687,14 @@ UI: clean, warm, serif typography, cream (#F5F0E8) background. Should feel like
 
 Stack: React frontend, localStorage for data persistence, [LLM API] for AI responses. Single-page app, no backend required.
 ",FALSE,TEXT,mmanisaligil
+Dating Profile Optimization Suite,"Build a web app called ""First Impression"" — a dating profile audit and optimization tool.
+
+Core features:
+- Photo audit: user describes their photos (up to 6) — 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 — AI generates 5 personalized openers ranked by predicted response rate, each with a one-line explanation of why it works
+- Profile score dashboard: a 0–100 composite score across bio quality, photo strength, and opener effectiveness — 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 — warm colors, modern dating app feel.
+",FALSE,TEXT,mmanisaligil