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Jan-Jianhao-Liu

game-agent-factory

by Jan-Jianhao-Liu
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game-agent-factory

AI 智能体自动化游戏开发流水线。多智能体团队（策划/程序/美术/监理/测试）经 LangGraph 编排，通过 MCP 网关驱动 Blender/Krita/Godot/Git 自动产出可运行游戏构建包。

施工约束基线见 DECISIONS.md，方案全文见 智能体游戏施工团队 v2.md。

架构分层

┌────────────────────────────────────────────────────────┐
│ L0 模型层    Ollama(qwen3.5-4b/2b 本地) + 公有 API(GLM-4 Air/DeepSeek) │
├────────────────────────────────────────────────────────┤
│ L1 编排层    LangGraph（唯一调度层，checkpointer 恢复）         │
│   策划Agent · 程序Agent · 美术Agent(3D/2D) · 监理Agent · 测试Agent │
├────────────────────────────────────────────────────────┤
│ L2 网关层    MCP Gateway：鉴权 · 沙箱 · 白名单 · 路由 · 审计  │
├────────────────────────────────────────────────────────┤
│ L3 适配层    blender-mcp · krita-mcp · godot-mcp · git-mcp │
│             共享 mcp-servers/common/（socket桥/审计/校验/路径白名单）│
├────────────────────────────────────────────────────────┤
│ L4 基础设施   Gitea+LFS · SQLite(记忆/工单/锁/审计) · Ollama(Win原生)│
│             storage/ Repository 抽象层（SQLiteRepo→ArcadeRepo 可迁移）│
└────────────────────────────────────────────────────────┘

Related MCP server: Open Godot MCP

目录职责

目录

职责

contracts/

交付契约：GDD/资产清单/美术规范 Schema + validators.py（含 Kahn 检环）

agents/

LangGraph 智能体定义（designer/coder/artist3d/artist2d/qa/supervisor）

mcp-servers/common/

四个 MCP Server 共享基础设施（socket 桥、审计、参数校验、路径白名单）

mcp-servers/blender-mcp/

Blender 3D 资产生产 MCP Server

mcp-servers/krita-mcp/

Krita 2D 资产生产 MCP Server

mcp-servers/godot-mcp/

Godot 项目施工 MCP Server

mcp-servers/git-mcp/

Git 提交/快照/回滚 MCP Server（GitPython + LFS）

blender-addon/

Blender 插件（socket 桥 + 白名单指令执行器，归属 blender-mcp）

godot-plugin/

Godot 编辑器插件（EditorScript 桥，归属 godot-mcp）

gateway/

MCP 网关（鉴权/沙箱/审计/速率限制）

pipelines/

LangGraph 工作流定义

sandbox/

白名单脚本池 + Docker 沙箱

storage/

Repository 抽象层（SQLiteRepo / ArcadeRepo 可迁移）

game/

Godot 项目（Git LFS 管理）

infra/

Gitea/ArcadeDB/Ollama 配置 + versions.env + ports.env + llm.env

logs/

审计日志

快速开始

# 安装 just（跨平台任务入口）
winget install Casey.Just

# 初始化依赖
just init

# 自检
just check
just all

环境基线

  • OS：Windows 单机优先（代码保持 Linux 可移植）

  • GPU：RTX 2070 8GB

  • LLM：混合模式（本地 qwen3.5-4b/2b + 公有 API）

  • Blender：4.2 LTS

  • Godot：4.4 stable

  • Python：≥ 3.11，uv 包管理

详见 DECISIONS.md §1。

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