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Jan-Jianhao-Liu

game-agent-factory

by Jan-Jianhao-Liu
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game-agent-factory

AI agent-automated game development pipeline. A multi-agent team (design/program/art/supervisor/QA) orchestrated via LangGraph drives Blender/Krita/Godot/Git through an MCP gateway to automatically produce runnable game build packages.

Construction constraint baseline is in DECISIONS.md; full proposal text is in 智能体游戏施工团队 v2.md.

Architecture Layers

┌────────────────────────────────────────────────────────┐
│ 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

Directory Responsibilities

Directory

Responsibility

contracts/

Delivery contracts: GDD/asset manifest/art spec Schema + validators.py (incl. Kahn cycle detection)

agents/

LangGraph agent definitions (designer/coder/artist3d/artist2d/qa/supervisor)

mcp-servers/common/

Shared infrastructure for the four MCP Servers (socket bridge, audit, parameter validation, path whitelist)

mcp-servers/blender-mcp/

Blender 3D asset production MCP Server

mcp-servers/krita-mcp/

Krita 2D asset production MCP Server

mcp-servers/godot-mcp/

Godot project construction MCP Server

mcp-servers/git-mcp/

Git commit/snapshot/rollback MCP Server (GitPython + LFS)

blender-addon/

Blender plugin (socket bridge + whitelist command executor, belongs to blender-mcp)

godot-plugin/

Godot editor plugin (EditorScript bridge, belongs to godot-mcp)

gateway/

MCP gateway (auth/sandbox/audit/rate limiting)

pipelines/

LangGraph workflow definitions

sandbox/

Whitelist script pool + Docker sandbox

storage/

Repository abstraction layer (SQLiteRepo / ArcadeRepo migratable)

game/

Godot project (managed by Git LFS)

infra/

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

logs/

Audit logs

Quick Start

# 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

Environment Baseline

  • OS: Windows single-machine first (code stays Linux-portable)

  • GPU: RTX 2070 8GB

  • LLM: Hybrid mode (local qwen3.5-4b/2b + public API)

  • Blender: 4.2 LTS

  • Godot: 4.4 stable

  • Python: ≥ 3.11, uv package management

See DECISIONS.md §1 for details.

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