Project Showcase

The Writers' Room

A literary review tool where legendary editors analyze and refine your written work. Upload an essay, story, or article and receive feedback from AI personas inspired by Ernest Hemingway, Toni Morrison, and Maxwell Perkins—each bringing their distinctive editorial philosophy.

Screenshot of The Writers' Room
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Capabilities

Key Features

Two specialist editors with authentic literary voices and perspectives

Hemingway: Economy of language, cutting the fat, showing vs telling

Morrison: Voice authenticity, emotional truth, narrative power

Perkins: Senior editor synthesis into actionable editorial letter

Rich text input with manuscript-style formatting

File upload support for .txt and .md files

Optional refinement rounds for deeper analysis

Warm, literary-themed UI inspired by classic publishing houses

Stack

Technical Architecture

Frontend

Next.js 15
React
TypeScript
Framer Motion
Tailwind CSS
react-markdown

Backend

OpenAI API
Next.js API Routes
Parallel Agent Processing

Design System

Editorial Suite Theme
OKLCH Colors
Rajdhani + IBM Plex Serif Typography
Custom SVG Editor Avatars

Architecture

Multi-Agent Orchestration
State Machine Flow
Complementary Feedback Layers
Problem Solving

Technical Challenges

Creating authentic literary personas that provide genuinely useful feedback

Balancing complementary perspectives without creating conflicting advice

Designing a warm, literary aesthetic within a cyberpunk portfolio

Building prompts that encourage specific, actionable writing guidance

Impact

Results & Outcomes

Demonstrated AI persona engineering with distinct literary voices

Created practical writing improvement tool with educational value

Showcased theme variation within consistent design system

Built engaging experience for writers seeking editorial feedback

Technologies Used
AI/MLNext.jsOpenAITypeScriptLiteraryMulti-Agent

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