Position the community repo as Image2 Ads Studio

The public repository needs a shorter product-like identity tied to Image2 advertising workflows, so the README, package metadata, and workflow diagram now use Image2 Ads Studio.

Constraint: Keep the existing community asset split and framework unchanged

Rejected: Rename internal package workspaces | unnecessary for the public repo positioning change

Confidence: high

Scope-risk: narrow

Tested: node scripts/validate-community.mjs community-export; node community-export/scripts/count-assets.mjs community-export; sensitive rg scan

Not-tested: Full app build after text-only rename

Author: kwistzz

README.md

@@ -1,16 +1,16 @@
-# Advertising Image Prompt Agent
+# Image2 Ads Studio
 
-Open-source advertising image prompt agent for turning business briefs and reference images into optimized image-generation prompts.
+An open-source prompt studio for generating high-quality advertising visuals with Image2.
 
-This repository is the **Community Edition** of an advertising vertical prompt agent. It focuses on the prompt planning layer before image generation: intent parsing, advertising templates, visual recipes, deterministic prompt checks, reference image policy, and a local Web workbench.
+This repository is the **Community Edition** of an advertising vertical prompt studio. It focuses on the prompt planning layer before image generation: intent parsing, advertising templates, visual recipes, deterministic prompt checks, reference image policy, and a local Web workbench.
 
 ![Workflow](docs/assets/github-workflow.svg)
 
 ## Why It Exists
 
 General image-generation prompts are unstable for advertising production. A local shop owner may say "make a milk tea storefront signboard", but production-ready output needs structure: task type, industry, copywriting, aspect ratio, material constraints, reference image policy, and clear composition.
 
-This agent turns that loose brief into an optimized prompt that can be manually tested in Image2 or another image-generation tool.
+Image2 Ads Studio turns that loose brief into an optimized prompt that can be manually tested in Image2 or another image-generation tool.
 
 ## Core Features
 

README.zh-CN.md

@@ -1,6 +1,6 @@
-# Advertising Image Prompt Agent
+# Image2 Ads Studio
 
-面向广告制作行业的开源作图 Prompt Agent：把业务白话需求和参考图，转成适合图像生成工具测试的优化提示词。
+面向 Image2 广告作图的开源 Prompt Studio：把业务白话需求和参考图，转成适合商业广告出图测试的优化提示词。
 
 这是 **Community Edition**。它开源 Prompt Agent 框架、本地 Web 工作台、120 条业务模板和 75 条视觉配方；商业版保留完整模板库、ERP 集成、真实生图链路和生产案例库。
 
@@ -10,7 +10,7 @@
 
 广告制作需求通常不是一句 prompt 能稳定解决的。比如“做一个奶茶店门头效果图”，真正可执行的作图指令需要包含作图类型、行业、文案、画幅、材质、灯光、参考图保留策略和负面约束。
 
-这个 Agent 的目标是把前期需求整理成结构化作图方案，并输出 LLM 优化后的 final prompt，供 Image2 或其他图像生成工具手动测试。
+Image2 Ads Studio 的目标是把前期需求整理成结构化作图方案，并输出 LLM 优化后的 final prompt，供 Image2 或其他图像生成工具手动测试。
 
 ## 功能亮点
 

docs/architecture.md

@@ -1,6 +1,6 @@
 # Architecture
 
-Advertising Image Prompt Agent is a prompt-planning system for advertising image generation.
+Image2 Ads Studio is a prompt-planning system for advertising image generation.
 
 ```mermaid
 flowchart LR

docs/assets/github-workflow.svg

@@ -1,5 +1,5 @@
 {
-  "name": "advertising-image-prompt-agent",
+  "name": "image2-ads-studio",
   "version": "0.1.0",
   "private": true,
   "type": "module",