[PR #226] [MERGED] Create user personas from onboarding data #605

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opened 2026-03-13 20:59:24 +03:00 by kerem · 0 comments

kerem commented

2026-03-13 20:59:24 +03:00

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📋 Pull Request Information

Original PR: https://github.com/AJaySi/ALwrity/pull/226
Author: @AJaySi
Created: 8/31/2025
Status: ✅ Merged
Merged: 9/4/2025
Merged by: @AJaySi

Base: main ← Head: cursor/create-user-personas-from-onboarding-data-af35

📝 Commits (2)

7dbebd4 Implement persona generation system with platform-specific adaptations
37aadd7 Delete backend/services/pycache/init.cpython-313.pyc

📊 Changes

18 files changed (+4417 additions, -2 deletions)

View changed files

📝 backend/api/onboarding.py (+78 -1)
➕ backend/api/persona.py (+385 -0)
➕ backend/api/persona_routes.py (+167 -0)
📝 backend/app.py (+4 -0)
➕ backend/deploy_persona_system.py (+197 -0)
➕ backend/models/persona_models.py (+234 -0)
📝 backend/scripts/create_all_tables.py (+6 -0)
➕ backend/scripts/create_persona_tables.py (+53 -0)
➕ backend/services/__pycache__/api_key_manager.cpython-313.pyc (+0 -0)
📝 backend/services/database.py (+3 -1)
➕ backend/services/persona_analysis_service.py (+668 -0)
➕ backend/services/persona_replication_engine.py (+506 -0)
➕ backend/test_persona_system.py (+202 -0)
➕ docs/PERSONA_IMPLEMENTATION_SUMMARY.md (+266 -0)
➕ docs/PERSONA_SYSTEM_DOCUMENTATION.md (+328 -0)
➕ docs/PERSONA_SYSTEM_EXAMPLE.md (+462 -0)
➕ frontend/src/api/persona.ts (+244 -0)
➕ frontend/src/components/OnboardingWizard/PersonaGenerationStep.tsx (+614 -0)

📄 Description

Implement a Writing Persona System with Gemini-powered analysis and platform-specific adaptations.

This PR introduces a comprehensive system to generate high-fidelity, data-driven writing personas from user onboarding data, ensuring consistent brand voice across content and platforms. The system moves from subjective persona descriptions to objective, measurable instructions for AI content generation, providing "hardened" prompts for consistent output and enabling platform-specific optimization.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/AJaySi/ALwrity/pull/226 **Author:** [@AJaySi](https://github.com/AJaySi) **Created:** 8/31/2025 **Status:** ✅ Merged **Merged:** 9/4/2025 **Merged by:** [@AJaySi](https://github.com/AJaySi) **Base:** `main` ← **Head:** `cursor/create-user-personas-from-onboarding-data-af35` --- ### 📝 Commits (2) - [`7dbebd4`](https://github.com/AJaySi/ALwrity/commit/7dbebd45eb6bbae57afcfd0fa195dfdcbef7aefc) Implement persona generation system with platform-specific adaptations - [`37aadd7`](https://github.com/AJaySi/ALwrity/commit/37aadd7e19deaa03ea4b85455ff7666c74ee7f1c) Delete backend/services/__pycache__/__init__.cpython-313.pyc ### 📊 Changes **18 files changed** (+4417 additions, -2 deletions) <details> <summary>View changed files</summary> 📝 `backend/api/onboarding.py` (+78 -1) ➕ `backend/api/persona.py` (+385 -0) ➕ `backend/api/persona_routes.py` (+167 -0) 📝 `backend/app.py` (+4 -0) ➕ `backend/deploy_persona_system.py` (+197 -0) ➕ `backend/models/persona_models.py` (+234 -0) 📝 `backend/scripts/create_all_tables.py` (+6 -0) ➕ `backend/scripts/create_persona_tables.py` (+53 -0) ➕ `backend/services/__pycache__/api_key_manager.cpython-313.pyc` (+0 -0) 📝 `backend/services/database.py` (+3 -1) ➕ `backend/services/persona_analysis_service.py` (+668 -0) ➕ `backend/services/persona_replication_engine.py` (+506 -0) ➕ `backend/test_persona_system.py` (+202 -0) ➕ `docs/PERSONA_IMPLEMENTATION_SUMMARY.md` (+266 -0) ➕ `docs/PERSONA_SYSTEM_DOCUMENTATION.md` (+328 -0) ➕ `docs/PERSONA_SYSTEM_EXAMPLE.md` (+462 -0) ➕ `frontend/src/api/persona.ts` (+244 -0) ➕ `frontend/src/components/OnboardingWizard/PersonaGenerationStep.tsx` (+614 -0) </details> ### 📄 Description Implement a Writing Persona System with Gemini-powered analysis and platform-specific adaptations. This PR introduces a comprehensive system to generate high-fidelity, data-driven writing personas from user onboarding data, ensuring consistent brand voice across content and platforms. The system moves from subjective persona descriptions to objective, measurable instructions for AI content generation, providing "hardened" prompts for consistent output and enabling platform-specific optimization. --- <a href="https://cursor.com/background-agent?bcId=bc-4ef827fb-4010-434a-b975-c79cfc0f2820"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://cursor.com/open-in-cursor-dark.svg"> <source media="(prefers-color-scheme: light)" srcset="https://cursor.com/open-in-cursor-light.svg"> <img alt="Open in Cursor" src="https://cursor.com/open-in-cursor.svg"> </picture> </a> <a href="https://cursor.com/agents?id=bc-4ef827fb-4010-434a-b975-c79cfc0f2820"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://cursor.com/open-in-web-dark.svg"> <source media="(prefers-color-scheme: light)" srcset="https://cursor.com/open-in-web-light.svg"> <img alt="Open in Web" src="https://cursor.com/open-in-web.svg"> </picture> </a> --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

kerem

2026-03-13 20:59:24 +03:00

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