diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..6054892
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,5 @@
+node_modules
+frontend/node_modules
+frontend/dist
+backend/bin
+.git
diff --git a/.gitignore b/.gitignore
index 66fd13c..873f0cf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -13,3 +13,6 @@
# Dependency directories (remove the comment below to include it)
# vendor/
+
+# Frontend
+**/node_modules/
\ No newline at end of file
diff --git a/CLAUDE.md b/CLAUDE.md
new file mode 100644
index 0000000..5faf4ca
--- /dev/null
+++ b/CLAUDE.md
@@ -0,0 +1,162 @@
+# CLAUDE.md
+
+This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
+
+## Project Overview
+
+gen2d — AI 驱动的 2D 游戏素材生成工具。用户通过文本提示词或可视化参数，生成风格一致、管线友好的 Sprite、背景、UI 元素与动画帧。目标是无缝融入 Unity / Godot 等主流 2D 游戏引擎的工作流。
+
+## Directory Structure
+
+```
+gen2d/
+├── backend/ # Go + Gin API 服务
+│ ├── cmd/ # 入口 (main.go)
+│ ├── internal/ # 业务逻辑（不对外暴露）
+│ │ ├── handler/ # HTTP handlers
+│ │ ├── service/ # 业务 service 层
+│ │ ├── model/ # 数据模型 / DTO
+│ │ ├── middleware/
+│ │ └── config/
+│ ├── pkg/ # 可复用的公共库
+│ ├── go.mod
+│ └── go.sum
+├── frontend/ # Vite + React 前端
+│ ├── src/
+│ │ ├── components/
+│ │ ├── pages/
+│ │ ├── hooks/
+│ │ ├── services/ # API 调用层
+│ │ ├── stores/ # 状态管理
+│ │ ├── types/
+│ │ └── utils/
+│ ├── public/
+│ ├── index.html
+│ ├── vite.config.ts
+│ ├── tsconfig.json
+│ └── package.json
+└── CLAUDE.md
+```
+
+## Common Commands
+
+### Backend (Go + Gin)
+
+```bash
+cd backend
+
+# 安装依赖
+go mod tidy
+
+# 运行开发服务器
+go run cmd/main.go
+
+# 构建
+go build -o bin/gen2d cmd/main.go
+
+# 运行全部测试
+go test ./...
+
+# 运行单个包的测试
+go test ./internal/service/...
+
+# 运行单个测试函数
+go test -run TestFunctionName ./internal/service/
+
+# 代码检查
+golangci-lint run
+```
+
+### Frontend (Vite + React)
+
+```bash
+cd frontend
+
+# 安装依赖
+npm install
+
+# 开发服务器
+npm run dev
+
+# 构建生产版本
+npm run build
+
+# 预览生产构建
+npm run preview
+
+# 类型检查
+npm run typecheck
+
+# Lint
+npm run lint
+
+# 运行测试
+npm run test
+
+# 运行单个测试文件
+npm run test -- src/components/AssetCard.test.tsx
+```
+
+## Architecture
+
+### 后端分层
+
+- **Handler** — 解析 HTTP 请求，调用 service，返回响应。不包含业务逻辑。
+- **Service** — 核心业务逻辑：提示词处理、AI 模型调用、素材后处理。
+- **Model** — 请求/响应 DTO、数据库实体（如有）。
+- **Pkg** — 通用工具：图片处理、颜色分析、sprite 切片等。
+
+### 前端架构
+
+- 使用 React + TypeScript，状态管理使用 zustand 或 React Context。
+- API 调用集中在 `services/` 目录，组件不直接发请求。
+- 素材预览和参数调整是核心交互，需要关注 Canvas/WebGL 渲染性能。
+
+### 前后端通信
+
+- RESTful API，JSON 格式。
+- 前端开发时通过 Vite proxy 转发到后端 `localhost:PORT`。
+- 图片素材通过 base64 或对象存储 URL 传输，大文件走 OSS/COS。
+
+## 2D 游戏素材生成约束
+
+### 素材类型
+
+项目需要覆盖以下常见 2D 游戏素材类型：
+
+- **Sprite / 角色** — 像素风、卡通、手绘风等，需支持多帧动画序列
+- **Tilemap / 地形瓦片** — 可无缝拼接的地形纹理（草地、水域、道路等）
+- **UI 元素** — 按钮、血条、对话框、图标等
+- **背景 / 场景** — 横版卷轴背景、俯视视角场景
+- **特效** — 火焰、烟雾、魔法等粒子效果帧
+
+### 风格一致性
+
+- 提供**风格种子 (Style Seed)** 机制：用户选定一套风格后，后续生成继承相同的色板、线条风格、分辨率。
+- 支持**参考图上传**：以已有素材作为风格参考。
+- 生成时返回**风格向量 / 特征参数**，可用于后续生成的风格锁定。
+
+### 管线兼容性
+
+生成的素材需满足主流游戏引擎的导入要求：
+
+- **Sprite Sheet** — 输出标准的 spritesheet 拆分格式，附带 JSON/CSV 元数据（frame 位置、锚点、碰撞框）。
+- **透明通道** — PNG 格式，带 alpha 通道，背景透明。
+- **尺寸规范** — 支持常见尺寸（16×16, 32×32, 48×48, 64×64, 128×128, 256×256），可自定义。
+- **命名规范** — 输出文件遵循 `{category}_{name}_{index}.png` 格式，便于引擎批量导入。
+- **Unity / Godot 导出** — 可选生成 `.aseprite` 元数据或 Unity Sprite Editor 兼容的 `.meta` 信息。
+
+### 生成效率与成本
+
+- 支持**批量生成**：一次请求生成多个变体（如角色的行走 8 方向 × 4 帧）。
+- 提供**低分辨率预览 → 高分辨率出图**的两阶段流程，减少无效生成。
+- 后端应做**请求去重与缓存**：相同提示词 + 参数的结果缓存复用。
+- AI 模型调用支持**异步队列**，前端轮询或 WebSocket 获取结果。
+
+## Conventions
+
+- 后端 Go 代码遵循 [Effective Go](https://go.dev/doc/effective_go) 和 Go 官方 style。
+- 前端使用 ESLint + Prettier，提交前自动格式化。
+- API 路径统一使用 `/api/v1/` 前缀。
+- 错误响应统一格式：`{"code": int, "message": string, "data": any}`。
+- Git commit message 使用中文或英文均可，但需要清晰描述变更内容。
diff --git a/backend/Dockerfile b/backend/Dockerfile
new file mode 100644
index 0000000..63a0ad5
--- /dev/null
+++ b/backend/Dockerfile
@@ -0,0 +1,18 @@
+# ---- Build Stage ----
+FROM golang:1.26-alpine AS builder
+
+WORKDIR /src
+COPY go.mod go.sum ./
+RUN go mod download
+
+COPY . .
+RUN CGO_ENABLED=0 GOOS=linux go build -o /bin/gen2d ./cmd/main.go
+
+# ---- Runtime Stage ----
+FROM alpine:3.20
+
+RUN apk add --no-cache ca-certificates
+COPY --from=builder /bin/gen2d /usr/local/bin/gen2d
+
+EXPOSE 8080
+CMD ["gen2d"]
diff --git a/backend/cmd/main.go b/backend/cmd/main.go
new file mode 100644
index 0000000..8e4eff5
--- /dev/null
+++ b/backend/cmd/main.go
@@ -0,0 +1,30 @@
+// gen2d backend 入口
+package main
+
+import (
+ "fmt"
+ "log"
+
+ "gen2d/internal/config"
+ "gen2d/internal/handler"
+
+ "github.com/gin-gonic/gin"
+)
+
+func main() {
+ cfg := config.Load()
+
+ gin.SetMode(cfg.Mode)
+
+ r := gin.New()
+ r.Use(gin.Recovery()) // panic 恢复中间件，防止服务因未捕获异常宕机
+
+ // API v1 路由组
+ r.GET("/api/v1/health", handler.Health) // 健康检查
+
+ addr := fmt.Sprintf(":%d", cfg.Port)
+ log.Printf("gen2d backend starting on %s", addr)
+ if err := r.Run(addr); err != nil {
+ log.Fatalf("server failed: %v", err)
+ }
+}
diff --git a/backend/go.mod b/backend/go.mod
new file mode 100644
index 0000000..37f12d7
--- /dev/null
+++ b/backend/go.mod
@@ -0,0 +1,37 @@
+module gen2d
+
+go 1.26.3
+
+require github.com/gin-gonic/gin v1.12.0
+
+require (
+ github.com/bytedance/gopkg v0.1.3 // indirect
+ github.com/bytedance/sonic v1.15.0 // indirect
+ github.com/bytedance/sonic/loader v0.5.0 // indirect
+ github.com/cloudwego/base64x v0.1.6 // indirect
+ github.com/gabriel-vasile/mimetype v1.4.12 // indirect
+ github.com/gin-contrib/sse v1.1.0 // indirect
+ github.com/go-playground/locales v0.14.1 // indirect
+ github.com/go-playground/universal-translator v0.18.1 // indirect
+ github.com/go-playground/validator/v10 v10.30.1 // indirect
+ github.com/goccy/go-json v0.10.5 // indirect
+ github.com/goccy/go-yaml v1.19.2 // indirect
+ github.com/json-iterator/go v1.1.12 // indirect
+ github.com/klauspost/cpuid/v2 v2.3.0 // indirect
+ github.com/leodido/go-urn v1.4.0 // indirect
+ github.com/mattn/go-isatty v0.0.20 // indirect
+ github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
+ github.com/modern-go/reflect2 v1.0.2 // indirect
+ github.com/pelletier/go-toml/v2 v2.2.4 // indirect
+ github.com/quic-go/qpack v0.6.0 // indirect
+ github.com/quic-go/quic-go v0.59.0 // indirect
+ github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
+ github.com/ugorji/go/codec v1.3.1 // indirect
+ go.mongodb.org/mongo-driver/v2 v2.5.0 // indirect
+ golang.org/x/arch v0.22.0 // indirect
+ golang.org/x/crypto v0.48.0 // indirect
+ golang.org/x/net v0.51.0 // indirect
+ golang.org/x/sys v0.41.0 // indirect
+ golang.org/x/text v0.34.0 // indirect
+ google.golang.org/protobuf v1.36.10 // indirect
+)
diff --git a/backend/go.sum b/backend/go.sum
new file mode 100644
index 0000000..3a33231
--- /dev/null
+++ b/backend/go.sum
@@ -0,0 +1,89 @@
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+github.com/ugorji/go/codec v1.3.1/go.mod h1:pRBVtBSKl77K30Bv8R2P+cLSGaTtex6fsA2Wjqmfxj4=
+go.mongodb.org/mongo-driver/v2 v2.5.0 h1:yXUhImUjjAInNcpTcAlPHiT7bIXhshCTL3jVBkF3xaE=
+go.mongodb.org/mongo-driver/v2 v2.5.0/go.mod h1:yOI9kBsufol30iFsl1slpdq1I0eHPzybRWdyYUs8K/0=
+go.uber.org/mock v0.6.0 h1:hyF9dfmbgIX5EfOdasqLsWD6xqpNZlXblLB/Dbnwv3Y=
+go.uber.org/mock v0.6.0/go.mod h1:KiVJ4BqZJaMj4svdfmHM0AUx4NJYO8ZNpPnZn1Z+BBU=
+golang.org/x/arch v0.22.0 h1:c/Zle32i5ttqRXjdLyyHZESLD/bB90DCU1g9l/0YBDI=
+golang.org/x/arch v0.22.0/go.mod h1:dNHoOeKiyja7GTvF9NJS1l3Z2yntpQNzgrjh1cU103A=
+golang.org/x/crypto v0.48.0 h1:/VRzVqiRSggnhY7gNRxPauEQ5Drw9haKdM0jqfcCFts=
+golang.org/x/crypto v0.48.0/go.mod h1:r0kV5h3qnFPlQnBSrULhlsRfryS2pmewsg+XfMgkVos=
+golang.org/x/net v0.51.0 h1:94R/GTO7mt3/4wIKpcR5gkGmRLOuE/2hNGeWq/GBIFo=
+golang.org/x/net v0.51.0/go.mod h1:aamm+2QF5ogm02fjy5Bb7CQ0WMt1/WVM7FtyaTLlA9Y=
+golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.41.0 h1:Ivj+2Cp/ylzLiEU89QhWblYnOE9zerudt9Ftecq2C6k=
+golang.org/x/sys v0.41.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
+golang.org/x/text v0.34.0 h1:oL/Qq0Kdaqxa1KbNeMKwQq0reLCCaFtqu2eNuSeNHbk=
+golang.org/x/text v0.34.0/go.mod h1:homfLqTYRFyVYemLBFl5GgL/DWEiH5wcsQ5gSh1yziA=
+google.golang.org/protobuf v1.36.10 h1:AYd7cD/uASjIL6Q9LiTjz8JLcrh/88q5UObnmY3aOOE=
+google.golang.org/protobuf v1.36.10/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
+gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
diff --git a/backend/internal/config/config.go b/backend/internal/config/config.go
new file mode 100644
index 0000000..6254b87
--- /dev/null
+++ b/backend/internal/config/config.go
@@ -0,0 +1,35 @@
+// Package config 负责从环境变量加载应用配置。
+package config
+
+import (
+ "os"
+ "strconv"
+)
+
+// Config 应用全局配置，优先读取环境变量，未设置时使用默认值。
+type Config struct {
+ Port int // HTTP 监听端口，默认 8080，环境变量 GEN2D_PORT
+ Mode string // Gin 运行模式 (debug/release)，环境变量 GEN2D_MODE
+ MaxFileSize int64 // 上传文件大小上限（字节），默认 10MB
+}
+
+// Load 从环境变量加载配置并返回。
+func Load() *Config {
+ cfg := &Config{
+ Port: 8080,
+ Mode: "debug",
+ MaxFileSize: 10 << 20, // 10MB
+ }
+
+ if port := os.Getenv("GEN2D_PORT"); port != "" {
+ if p, err := strconv.Atoi(port); err == nil {
+ cfg.Port = p
+ }
+ }
+
+ if mode := os.Getenv("GEN2D_MODE"); mode != "" {
+ cfg.Mode = mode
+ }
+
+ return cfg
+}
diff --git a/backend/internal/handler/health.go b/backend/internal/handler/health.go
new file mode 100644
index 0000000..eb61746
--- /dev/null
+++ b/backend/internal/handler/health.go
@@ -0,0 +1,12 @@
+package handler
+
+import (
+ "gen2d/internal/model"
+
+ "github.com/gin-gonic/gin"
+)
+
+// Health 健康检查接口，返回服务运行状态。
+func Health(c *gin.Context) {
+ c.JSON(200, model.OK(gin.H{"status": "healthy"}))
+}
diff --git a/backend/internal/model/response.go b/backend/internal/model/response.go
new file mode 100644
index 0000000..692eda2
--- /dev/null
+++ b/backend/internal/model/response.go
@@ -0,0 +1,19 @@
+// Package model 定义请求/响应的数据结构。
+package model
+
+// Response 统一 API 响应格式，所有接口均返回此结构。
+type Response struct {
+ Code int `json:"code"` // 业务状态码，0 表示成功
+ Message string `json:"message"` // 状态描述
+ Data any `json:"data,omitempty"` // 响应数据，错误时省略
+}
+
+// OK 构造成功响应。
+func OK(data any) Response {
+ return Response{Code: 0, Message: "ok", Data: data}
+}
+
+// Fail 构造错误响应。
+func Fail(code int, msg string) Response {
+ return Response{Code: code, Message: msg}
+}
diff --git a/backend/pkg/splitsprite/splitsprite.go b/backend/pkg/splitsprite/splitsprite.go
new file mode 100644
index 0000000..d63c5a4
--- /dev/null
+++ b/backend/pkg/splitsprite/splitsprite.go
@@ -0,0 +1,299 @@
+// Package splitsprite provides PNG sprite sheet splitting utilities.
+//
+// Pipeline: green screen removal → projection-based gap detection →
+// split into tiles → filter out low-fill tiles → trim transparent edges.
+package splitsprite
+
+import (
+ "fmt"
+ "image"
+ "image/color"
+ "image/draw"
+ "math"
+ "sort"
+)
+
+// Options configures the sprite sheet splitting pipeline.
+type Options struct {
+ // GreenScreen enables green background removal.
+ GreenScreen bool
+ // GreenTolerance controls how aggressively green pixels are removed (0–1, default 0.2).
+ GreenTolerance float64
+
+ // GapThreshold is the max fraction of non-transparent pixels a row/column
+ // can have to be considered a gap (0–1, default 0.03).
+ GapThreshold float64
+ // MinGapWidth is the minimum width in pixels a gap must have.
+ MinGapWidth int
+
+ // MinFillRatio is the minimum fraction of non-transparent pixels a tile
+ // must have to be kept (0–1, default 0.3).
+ MinFillRatio float64
+
+ // Trim removes transparent borders from output tiles.
+ Trim bool
+ // OutW / OutH specify the output tile size (0 = keep original).
+ OutW, OutH int
+}
+
+// DefaultOptions returns sensible default splitting options.
+func DefaultOptions() *Options {
+ return &Options{
+ GreenScreen: true,
+ GreenTolerance: 0.2,
+ GapThreshold: 0.03,
+ MinGapWidth: 2,
+ MinFillRatio: 0.3,
+ Trim: true,
+ }
+}
+
+// Process splits a sprite sheet image into individual cleaned tile images.
+// It runs the full pipeline: green screen removal → split → trim → resize.
+func Process(img image.Image, opts *Options) ([]image.Image, error) {
+ if opts == nil {
+ opts = DefaultOptions()
+ }
+
+ src := toRGBA(img)
+
+ if opts.GreenScreen {
+ src = removeGreenScreen(src, opts.GreenTolerance)
+ }
+
+ tiles := projectionSplit(src, opts.GapThreshold, opts.MinGapWidth, opts.MinFillRatio)
+ if len(tiles) == 0 {
+ return nil, fmt.Errorf("no tiles detected — try lowering GapThreshold or adjusting GreenTolerance")
+ }
+
+ results := make([]image.Image, len(tiles))
+ for i, t := range tiles {
+ sub := image.NewRGBA(image.Rect(0, 0, t.w, t.h))
+ draw.Draw(sub, sub.Bounds(), src, image.Point{t.x, t.y}, draw.Src)
+
+ if opts.Trim {
+ sub = trimAlpha(sub)
+ }
+ if opts.OutW > 0 && opts.OutH > 0 {
+ sub = resize(sub, opts.OutW, opts.OutH)
+ }
+ results[i] = sub
+ }
+ return results, nil
+}
+
+// RemoveGreenScreen removes green-dominant background pixels, making them transparent.
+func RemoveGreenScreen(img image.Image, tol float64) image.Image {
+ return removeGreenScreen(toRGBA(img), tol)
+}
+
+// TrimAlpha removes fully transparent borders from an image.
+func TrimAlpha(img image.Image) image.Image {
+ return trimAlpha(toRGBA(img))
+}
+
+// Resize resizes an image using nearest-neighbor interpolation.
+func Resize(img image.Image, w, h int) image.Image {
+ return resize(toRGBA(img), w, h)
+}
+
+// ============================
+// internal
+// ============================
+
+type tile struct {
+ x, y, w, h int
+}
+
+func removeGreenScreen(rgba *image.RGBA, tol float64) *image.RGBA {
+ b := rgba.Bounds()
+ dst := image.NewRGBA(b)
+ absTol := tol * 255
+
+ for y := b.Min.Y; y < b.Max.Y; y++ {
+ for x := b.Min.X; x < b.Max.X; x++ {
+ r16, g16, bl16, a16 := rgba.At(x, y).RGBA()
+ if a16 == 0 {
+ continue
+ }
+ r, g, bl := float64(r16>>8), float64(g16>>8), float64(bl16>>8)
+ gDominance := g - (r+bl)/2
+ if gDominance > absTol {
+ alpha := 1.0 - math.Min(gDominance/(absTol*2), 1.0)
+ dst.SetRGBA(x, y, color.RGBA{
+ R: uint8(r), G: uint8(g), B: uint8(bl),
+ A: uint8(alpha * 255),
+ })
+ } else {
+ dst.Set(x, y, rgba.At(x, y))
+ }
+ }
+ }
+ return dst
+}
+
+func projectionSplit(rgba *image.RGBA, gapThreshold float64, minGap int, minFill float64) []tile {
+ bounds := rgba.Bounds()
+ W, H := bounds.Dx(), bounds.Dy()
+
+ rowRatio := make([]float64, H)
+ colRatio := make([]float64, W)
+ for y := 0; y < H; y++ {
+ n := 0
+ for x := 0; x < W; x++ {
+ if alphaAt(rgba, x, y) > 0 {
+ n++
+ }
+ }
+ rowRatio[y] = float64(n) / float64(W)
+ }
+ for x := 0; x < W; x++ {
+ n := 0
+ for y := 0; y < H; y++ {
+ if alphaAt(rgba, x, y) > 0 {
+ n++
+ }
+ }
+ colRatio[x] = float64(n) / float64(H)
+ }
+
+ rowCuts := findCuts(rowRatio, gapThreshold, minGap)
+ colCuts := findCuts(colRatio, gapThreshold, minGap)
+
+ if len(rowCuts) < 2 || len(colCuts) < 2 {
+ return nil
+ }
+
+ var tiles []tile
+ for ri := 0; ri < len(rowCuts)-1; ri++ {
+ for ci := 0; ci < len(colCuts)-1; ci++ {
+ x := colCuts[ci]
+ y := rowCuts[ri]
+ w := colCuts[ci+1] - x
+ h := rowCuts[ri+1] - y
+ if tileFillRatio(rgba, x, y, w, h) >= minFill {
+ tiles = append(tiles, tile{x: x, y: y, w: w, h: h})
+ }
+ }
+ }
+ return tiles
+}
+
+func tileFillRatio(rgba *image.RGBA, x0, y0, w, h int) float64 {
+ total := w * h
+ if total == 0 {
+ return 0
+ }
+ n := 0
+ for y := y0; y < y0+h; y++ {
+ for x := x0; x < x0+w; x++ {
+ if alphaAt(rgba, x, y) > 0 {
+ n++
+ }
+ }
+ }
+ return float64(n) / float64(total)
+}
+
+func findCuts(ratios []float64, threshold float64, minGap int) []int {
+ n := len(ratios)
+ isGap := make([]bool, n)
+ for i, r := range ratios {
+ isGap[i] = r < threshold
+ }
+
+ type segment struct{ start, end int }
+ var gaps []segment
+ i := 0
+ for i < n {
+ if isGap[i] {
+ start := i
+ for i < n && isGap[i] {
+ i++
+ }
+ if i-start >= minGap {
+ gaps = append(gaps, segment{start, i})
+ }
+ } else {
+ i++
+ }
+ }
+
+ if len(gaps) == 0 {
+ return []int{0, n}
+ }
+
+ cuts := []int{0}
+ for _, seg := range gaps {
+ cuts = append(cuts, seg.start+(seg.end-seg.start)/2)
+ }
+ cuts = append(cuts, n)
+ sort.Ints(cuts)
+
+ dedup := cuts[:1]
+ for j := 1; j < len(cuts); j++ {
+ if cuts[j] != dedup[len(dedup)-1] {
+ dedup = append(dedup, cuts[j])
+ }
+ }
+ return dedup
+}
+
+func alphaAt(rgba *image.RGBA, x, y int) uint8 {
+ return rgba.Pix[rgba.PixOffset(x, y)+3]
+}
+
+func trimAlpha(rgba *image.RGBA) *image.RGBA {
+ b := rgba.Bounds()
+ minX, minY := b.Max.X, b.Max.Y
+ maxX, maxY := b.Min.X, b.Min.Y
+ for y := b.Min.Y; y < b.Max.Y; y++ {
+ for x := b.Min.X; x < b.Max.X; x++ {
+ if alphaAt(rgba, x-b.Min.X, y-b.Min.Y) > 0 {
+ if x < minX {
+ minX = x
+ }
+ if x > maxX {
+ maxX = x
+ }
+ if y < minY {
+ minY = y
+ }
+ if y > maxY {
+ maxY = y
+ }
+ }
+ }
+ }
+ w := maxX - minX + 1
+ h := maxY - minY + 1
+ if w <= 0 || h <= 0 {
+ return rgba
+ }
+ dst := image.NewRGBA(image.Rect(0, 0, w, h))
+ draw.Draw(dst, dst.Bounds(), rgba, image.Point{minX, minY}, draw.Src)
+ return dst
+}
+
+func resize(rgba *image.RGBA, w, h int) *image.RGBA {
+ dst := image.NewRGBA(image.Rect(0, 0, w, h))
+ sw, sh := rgba.Bounds().Dx(), rgba.Bounds().Dy()
+ for y := 0; y < h; y++ {
+ for x := 0; x < w; x++ {
+ sx := x * sw / w
+ sy := y * sh / h
+ dst.Set(x, y, rgba.At(sx, sy))
+ }
+ }
+ return dst
+}
+
+func toRGBA(src image.Image) *image.RGBA {
+ if rgba, ok := src.(*image.RGBA); ok {
+ return rgba
+ }
+ b := src.Bounds()
+ rgba := image.NewRGBA(b)
+ draw.Draw(rgba, b, src, b.Min, draw.Src)
+ return rgba
+}
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..2e14c32
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,21 @@
+services:
+ backend:
+ build:
+ context: ./backend
+ dockerfile: Dockerfile
+ environment:
+ - GEN2D_MODE=release
+ - GEN2D_PORT=8080
+ expose:
+ - "8080"
+ restart: unless-stopped
+
+ frontend:
+ build:
+ context: ./frontend
+ dockerfile: Dockerfile
+ ports:
+ - "10000:80"
+ depends_on:
+ - backend
+ restart: unless-stopped
diff --git a/docs/api.md b/docs/api.md
new file mode 100644
index 0000000..6d238fb
--- /dev/null
+++ b/docs/api.md
@@ -0,0 +1,62 @@
+# gen2d API 文档
+
+Base URL: `http://localhost:8080`
+
+## 统一响应格式
+
+所有接口均返回以下 JSON 结构：
+
+```json
+{
+ "code": 0,
+ "message": "ok",
+ "data": {}
+}
+```
+
+| 字段 | 类型 | 说明 |
+| --------- | ------ | -------------------------------------- |
+| `code` | int | 业务状态码。`0` 表示成功，非零为错误码 |
+| `message` | string | 状态描述 |
+| `data` | any | 响应数据，错误时可能不返回此字段 |
+
+### 成功响应
+
+```json
+{
+ "code": 0,
+ "message": "ok",
+ "data": { ... }
+}
+```
+
+### 错误响应
+
+```json
+{
+ "code": 400,
+ "message": "error description"
+}
+```
+
+---
+
+## 接口列表
+
+### 健康检查
+
+```
+GET /api/v1/health
+```
+
+**响应示例**
+
+```json
+{
+ "code": 0,
+ "message": "ok",
+ "data": {
+ "status": "healthy"
+ }
+}
+```
diff --git a/docs/architecture.md b/docs/architecture.md
new file mode 100644
index 0000000..5242009
--- /dev/null
+++ b/docs/architecture.md
@@ -0,0 +1,234 @@
+# gen2d 多智能体架构设计
+
+## 概述
+
+gen2d 是一个 AI 驱动的 2D 游戏素材生成工具。核心思路是采用**多智能体协作流水线**，将素材生成拆分为 **处理前 → 处理中 → 处理后** 三个阶段，每个阶段由专门的 subagent 负责。
+
+## 整体架构
+
+```
+┌──────────────┐ ┌──────────────┐ ┌──────────────┐
+│ PromptBuilder │ ──▶ │ AssetGenerator │ ──▶ │ PostProcess │
+│ (提示词工程) │ │ (AI 出图) │ │ (质检+格式适配) │
+└──────────────┘ └──────────────┘ └──────────────┘
+```
+
+三个 Agent 顺序执行，无需主控编排——上一步的输出即是下一步的输入。
+
+---
+
+## 一、处理前 — 提示词工程 & 风格注入
+
+### 1.1 PromptBuilder Agent
+
+将用户输入一次性加工为最终生成提示词，合并了原本分散在多个步骤中的提示词改写、风格注入、管线标签拼接。
+
+- **输入**：用户原始文本 + 素材类型标签 + StyleSeed 对象 + 技术参数
+- **输出**：直接可用于 `AssetGenerator` 的完整提示词
+- **处理逻辑**：
+ - 补全缺失细节（根据素材类型推断默认视角、构图等）
+ - 注入游戏美术专用术语（pixel art / hand-drawn / vector flat 等）
+ - 注入 StyleSeed 风格参数（色板、线条粗细、参考图特征向量）
+ - 拼接管线兼容性标签（`--ar 1:1 --res 64x64 --format png --alpha` 等）
+ - 添加质量关键词和负向提示词
+
+**StyleSeed 数据结构**（前端维护，透传至 PromptBuilder）：
+ - `palette`: 主色调 + 辅助色 + 高光/阴影色
+ - `lineWeight`: 线条粗细等级
+ - `styleRef`: 参考图特征向量（可选，来自用户上传的参考图）
+ - `resolution`: 目标分辨率 (16/32/48/64/128/256)
+ - `artStyle`: 美术风格枚举 (pixel/cartoon/hand-drawn/vector/flat)
+
+---
+
+## 二、处理时 — 生成 & 风格控制
+
+### 2.1 AssetGenerator（统一生成 Agent）
+
+所有素材类型共用同一个生成 Agent，调用底层 AI 推理 API 出图。不同素材类型的差异化需求已在预处理阶段由 `PromptBuilder` 按 `assetType` 注入到提示词中，不体现在生成阶段。
+
+原本归属在"生成 Agent"上的特殊约束（帧间一致性、边缘拼接、UI 安全区、视差层、帧循环等），本质上是**后处理阶段**的验证和适配工作，应下沉到 `QualitySupervisor` 和 `FormatAdapter` 中按 `assetType` 做策略分发。
+
+### 2.2 序列帧生成策略
+
+对于多帧动画（角色行走、特效等），逐帧独立生成容易出现帧间外观不一致。采用 **版图生成法**：
+
+- AI 生成一张包含完整动作序列的大图（action plate），帧按网格排列
+- 后处理阶段由 `FormatAdapter` 按网格坐标切分为单帧
+- 一张版图内的角色外观、光影、比例天然一致
+
+### 2.3 两阶段生成机制
+
+- **Phase 1 — 低分辨率预览**：以目标分辨率的 1/4 快速生成缩略图，用户确认方向
+- **Phase 2 — 高分辨率出图**：确认后生成全分辨率素材
+- 减少无效生成消耗，节省 API 调用成本
+
+---
+
+## 三、处理后 — 质量监督 & 管线适配
+
+### 3.1 QualitySupervisor Agent
+
+- **职责**：评估生成素材质量，决定是否需要重新生成
+- **检查维度**：
+ - 边缘清晰度（无模糊/锯齿）
+ - Alpha 通道正确性（背景是否完全透明）
+ - 风格一致性（与 StyleSeed 的偏差是否在阈值内）
+ - 分辨率匹配（输出尺寸是否与目标一致）
+ - 帧完整性（多帧素材是否缺帧）
+ - 无缝拼接（瓦片类素材的四边连接测试）
+- **输出**：每张素材的质量评分 (0-100) + 问题描述
+- **决策**：评分 < 阈值 → 自动触发重新生成（最多重试 3 次）
+
+### 3.2 FormatAdapter Agent
+
+- **职责**：将原始生成结果转换为游戏引擎可用的格式
+- **功能**：
+ - **版图拆分**：将序列帧版图按网格切分为单帧（配合 2.2 版图生成法）
+ - **SpriteSheet 打包**：将单帧图片合并为 spritesheet，生成 JSON/CSV 元数据（帧位置、尺寸、锚点、碰撞框）
+ - **元数据生成**：
+ ```json
+ {
+ "frames": [
+ {
+ "name": "walk_down_0",
+ "rect": [0, 0, 64, 64],
+ "anchor": [32, 56],
+ "duration": 100
+ }
+ ],
+ "meta": { "size": [512, 512], "format": "RGBA8888" }
+ }
+ ```
+ - **引擎导出**：可选生成 `.aseprite` 元数据或 Unity `.meta` 文件
+ - **命名规范化**：确保输出遵循 `{category}_{name}_{index}.png`
+
+### 3.3 Cache & Dedup
+
+- **请求去重**：相同 `(提示词, 参数, StyleSeed)` 的生成请求直接返回缓存结果
+- **缓存分层**：
+ - L1: 内存 LRU（热点素材快速响应）
+ - L2: 本地文件/对象存储（持久化，跨实例共享）
+
+---
+
+## 四、API 设计
+
+所有接口统一前缀 `/api/v1/`，统一响应格式：
+
+```json
+{ "code": 0, "message": "ok", "data": {} }
+```
+
+### 4.1 素材生成
+
+| 方法 | 路径 | 说明 |
+|------|------|------|
+| POST | `/api/v1/generate` | 提交生成任务，返回 jobId |
+| GET | `/api/v1/generate/:jobId` | 查询任务状态与进度 |
+| GET | `/api/v1/generate/:jobId/result` | 获取生成结果（素材 URL + 元数据） |
+| WS | `/api/v1/generate/:jobId/ws` | WebSocket 实时进度推送 |
+
+请求体示例 (POST /api/v1/generate)：
+
+```json
+{
+ "prompt": "a brave knight in shining armor",
+ "assetType": "sprite",
+ "styleSeedId": "seed_abc123",
+ "params": {
+ "resolution": 64,
+ "frames": { "directions": 8, "framesPerDirection": 4 },
+ "format": "spritesheet"
+ }
+}
+```
+
+### 4.2 风格管理
+
+| 方法 | 路径 | 说明 |
+|------|------|------|
+| POST | `/api/v1/style/seed` | 创建风格种子（可上传参考图） |
+| GET | `/api/v1/style/seed/:id` | 获取风格种子详情 |
+| GET | `/api/v1/style/seeds` | 列出所有风格种子 |
+| POST | `/api/v1/style/extract` | 从参考图提取风格特征向量 |
+
+### 4.3 缓存管理
+
+| 方法 | 路径 | 说明 |
+|------|------|------|
+| DELETE | `/api/v1/cache/:key` | 清除特定缓存 |
+| POST | `/api/v1/cache/clear` | 批量清除缓存 |
+
+---
+
+## 五、后端分层结构
+
+```
+backend/internal/
+├── handler/ # HTTP handlers（薄层，只做参数绑定 + 调用 service）
+│ ├── generate.go # 生成任务提交 / 查询 / WebSocket
+│ ├── style.go # 风格种子 CRUD + 特征提取
+│ └── health.go # [已有] 健康检查
+├── service/ # 业务逻辑层
+│ ├── pipeline.go # 核心管线：接收请求 → PromptBuilder → AssetGenerator → QualitySupervisor → FormatAdapter
+│ ├── inference.go # AI 推理 API 调用封装（可替换模型提供商）
+│ └── style.go # 风格种子管理 & 参考图特征提取
+├── model/ # 数据模型 / DTO
+│ ├── response.go # [已有] 统一响应
+│ ├── task.go # 生成任务 & 素材
+│ └── style.go # 风格种子
+├── middleware/ # 中间件
+│ ├── cors.go
+│ ├── logger.go
+│ └── ratelimit.go
+├── config/ # [已有] 配置
+│ └── config.go
+├── queue/ # 异步任务队列
+│ └── jobqueue.go
+└── cache/ # 缓存层（请求去重 + 结果缓存）
+ └── cache.go
+```
+
+### 分层原则
+
+- **handler**：只做参数绑定、校验、调用 service、返回响应。一个 handler 对应一组 API 路由。
+- **service**：承载所有业务逻辑。`pipeline.go` 是唯一编排入口，不再拆分成 orchestrator/preprocess/generator/postprocess 四个文件——这些是同一根管线的顺序步骤，拆开反而增加耦合面。
+- **model**：纯数据结构，不含业务逻辑。
+
+---
+
+## 六、前端集成
+
+### 核心交互流程
+
+```
+用户输入提示词 → 选择风格种子 → 配置参数 → 提交生成
+ → 轮询/WebSocket 进度 → 预览缩略图 → 确认/调整 → 下载素材包
+```
+
+### 关键组件树
+
+```
+App
+├── AssetGenerator # 生成工作台（主页面）
+│ ├── PromptInput # 提示词输入 + 素材类型选择
+│ ├── StyleSelector # 风格种子选择器（含预览色板）
+│ ├── ParamPanel # 参数面板（分辨率/帧数/格式/引擎）
+│ └── ReferenceUpload # 参考图上传
+├── GenerationProgress # 生成进度展示
+│ ├── ProgressBar # 总进度
+│ ├── ThumbnailGrid # 缩略图网格（低分辨率预览）
+│ └── AssetCard # 单张素材预览 + 质量评分
+├── StyleManager # 风格种子管理
+│ └── StylePalette # 色板可视化
+└── ExportPanel # 导出面板
+ ├── FormatSelector # 格式选择（spritesheet/json/unity/godot）
+ └── DownloadButton # 打包下载
+```
+
+### 状态管理 (zustand)
+
+- `useGenerationStore` — 生成任务队列、进度、结果
+- `useStyleStore` — 风格种子列表、当前选中风格
+- `useWebSocket` — WebSocket 连接管理 (自定义 hook)
diff --git a/frontend/Dockerfile b/frontend/Dockerfile
new file mode 100644
index 0000000..405dfe0
--- /dev/null
+++ b/frontend/Dockerfile
@@ -0,0 +1,17 @@
+# ---- Build Stage ----
+FROM node:20-alpine AS builder
+
+WORKDIR /app
+COPY package.json package-lock.json* ./
+RUN npm ci
+
+COPY . .
+RUN npm run build
+
+# ---- Runtime Stage ----
+FROM nginx:alpine
+
+COPY --from=builder /app/dist /usr/share/nginx/html
+COPY nginx.conf /etc/nginx/conf.d/default.conf
+
+EXPOSE 80
diff --git a/frontend/index.html b/frontend/index.html
new file mode 100644
index 0000000..50ab2b0
--- /dev/null
+++ b/frontend/index.html
@@ -0,0 +1,12 @@
+
+
+
+
+
+ gen2d
+
+
+
+
+
+
diff --git a/frontend/nginx.conf b/frontend/nginx.conf
new file mode 100644
index 0000000..6eb4544
--- /dev/null
+++ b/frontend/nginx.conf
@@ -0,0 +1,21 @@
+server {
+ listen 80;
+ server_name _;
+
+ root /usr/share/nginx/html;
+ index index.html;
+
+ # SPA fallback
+ location / {
+ try_files $uri $uri/ /index.html;
+ }
+
+ # 反向代理 /api 到后端服务
+ location /api/ {
+ proxy_pass http://backend:8080;
+ proxy_set_header Host $host;
+ proxy_set_header X-Real-IP $remote_addr;
+ proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+ proxy_set_header X-Forwarded-Proto $scheme;
+ }
+}
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
new file mode 100644
index 0000000..48712b9
--- /dev/null
+++ b/frontend/package-lock.json
@@ -0,0 +1,1849 @@
+{
+ "name": "gen2d-frontend",
+ "version": "0.0.1",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "gen2d-frontend",
+ "version": "0.0.1",
+ "dependencies": {
+ "react": "^18.3.1",
+ "react-dom": "^18.3.1"
+ },
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+ "@types/react-dom": "^18.3.1",
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+ "typescript": "^5.6.3",
+ "vite": "^6.0.0"
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diff --git a/frontend/package.json b/frontend/package.json
new file mode 100644
index 0000000..2f12ae3
--- /dev/null
+++ b/frontend/package.json
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diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx
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index 0000000..b262d97
--- /dev/null
+++ b/frontend/src/App.tsx
@@ -0,0 +1,10 @@
+function App() {
+ return (
+
+
gen2d
+
AI 驱动的 2D 游戏素材生成工具
+