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本站于 2026-10-19 补核;官方发布日期为 2026-10-17。

出处:DeepSeek 官方文档 · 更新日志官方

本站于 2026-10-19 补核;官方发布日期为 2026-10-14。

出处:xAI · API Release Notes官方

本站于 2026-10-19 补核;官方发布日期为 2026-10-13。

出处:Gemini API · Release notes官方

开源项目解析

UnitySkills

基于 REST 接口的 Unity 编辑器自动化工具,当前 README 列出 839 个技能及 29 个设计指导模块。

走 REST 不走 MCP技能式而非工具式基线 Unity 2022.3+
MIT 可商用★ 1.9k 208 星/月最后更新 2026-10-19 · 距核验日 0 个月仓库 ↗

读懂层

2 张 · 架构图 / 时序图

架构图东西怎么摆

NetcodeSkills.cs

Symbol Defined

Symbol Missing

SkillRouter.Execute('netcode_start_host')

#if NETCODE_GAMEOBJECTS

NetworkManager.Singleton.StartHost()

return 'Netcode package missing'

DeepWiki · 抓取 2026-08-17 · 核验 2026-08-17

时序图一次调用经过什么
ThreadPool_pendingRequests_requestJobPool_jobQueueListenLoop ThreadHTTP Clientalt[Rate limit exceeded]alt[Pending limit exceeded]alt[Body too large]alt[Queue full]HTTP RequestCheckAdmissionRateLimit()429 Too Many RequestsTryReservePendingSlot()503 Service UnavailableRead request body (max 10MB)413 Payload Too LargeRentRequestJob()RequestJob instancejob.Prepare(context, method, path, body)Enqueue(job)Set error responseSignal completionQueueUserWorkItem(WaitAndRespond, job)

DeepWiki · 抓取 2026-08-17 · 核验 2026-08-17

它管哪几个决定

代码与游戏逻辑写脚本 / 改脚本
0/10 家有官方说法
场景搭建与摆放建节点 / 摆物件 / 连信号
打包运行与试玩跑测试 / 进播放模式 / 出包

自持能力

动手层

还没做。装它要过哪几关、改哪个文件能改什么、坑在代码哪一处 —— 这三项要读源码,尚未完成。

教程

没找到官方口径的教程 —— 官方只给了 README。

项目自述

以下是仓库 README 的开头部分(原文引用,抓取 2026-08-17)。读全文 ↗

🎮 UnitySkills

  REST API-based AI-driven Unity Editor Automation Engine
  Let AI control Unity scenes directly through Skills

  🎉 We are now indexed by DeepWiki!
  Got questions? Check out the AI-generated docs → 

> The current official maintenance baseline is Unity 2022.3+. Some Unity 2021 compatibility logic may still remain in the codebase, but future feature work, regression testing, and adaptation will focus on 2022.3+ / Unity 6.

💖 Sponsors

    Sponsor
    Contribution
    Provides substantial API credits for the upcoming v3.0, with continued API support to follow.

  Become a sponsor →

📈 Project Contribution Rankings

🤝 Acknowledgments
This project is a deep refactoring and feature extension based on the excellent concept of unity-mcp.

🚀 Core Features

- 🛠️ 839 REST Skills Toolkit: 56 source files across 54 categories, plus 29 advisory design modules, with Batch operations.
- ⚡ UnityCLI Support: Bind UnityCLI to cold-start the bound project — no need to launch Unity Hub.
- 🔐 Three-Tier Permission Modes: Approval / Auto / Bypass with dual approval channels, aligned with Claude Code permission modes.
- 🤖 6 Major IDEs Native Support: Claude Code / Antigravity / Codex / Cursor / OpenCode / Kimi Code — one-click install and use.
- 🛡️ Transactional Atomicity: Failed operations auto-rollback, leaving scenes clean.
- 🌍 Multi-Instance Control: Automatic port discovery and global registry for controlling multiple Unity projects at once.
- 🔗 Stable Long Connections: Configurable request timeout (default 15 minutes), automatic recovery after Domain Reload.
- 🛡️ Anti-Hallucination Guardrails: Each Skill module includes DO NOT lists and routing rules.

🛡️ Built for Trust: The Governance Layer

An AI driving the Editor writes to real scenes, prefabs and .meta files. The interesting question isn't whether it *can* — it's what happens when it gets something wrong. UnitySkills answers that at four points in the call lifecycle:

- Before execution: ?mode=dryRun / ?mode=plan rehearsal — returns parameter validation and an impact estimate, writes nothing.
- At execution: the server derives high-risk gating (NeverInSemi) from each skill's risk metadata — gating never depends on the AI behaving well; Allowlist grants a persistent per-skill pass.
- After execution: every call, grant, revoke and blocked hit lands in a JSONL audit trail, browsable in the panel; deletions are audited too.
- After a mistake: five types of persistent snapshots survive Domain Reloads; workflow_undo_task rolls back one task, not the whole project; POST /skills/batch runs as a transaction (cross-step $ref, rollback on failure, ?diff=1 net change).

Full mechanics → Operating Modes & Governance

How this compares

| Dimension | UnitySkills | Typical MCP bridge | Unity's official AI Assistant |
| Permission granularity | Per-operation: three modes (Approval / Auto / Bypass) + risk metadata on every skill + per-skill Allowlist | No permission model — once connected, the whole tool surface is callable | Per-client trust (Pending Connections → Allow / Revoke); after approval, calls are not distinguished by operation |
| Audit | Structured JSONL for every call / grant /

……(后略,见原文)

判断

优势

  • REST 接法门槛低,不挑客户端
  • 已被 DeepWiki 收录,结构查得到
  • 开源不久星速就到了 Unity 侧第三

局限

  • 不走 MCP,意味着接主流 AI 客户端时要自己搭一层
  • Unity 2021 的兼容「可能还在」但不再测试 —— 老工程用它是碰运气
  • 文档以中文与英文混排,找具体接口要翻

不适用

已经在用 MCP 客户端的团队 —— 那条路上有更成熟的选择。

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github README + DeepWiki · 核验 2026-10-19 | 判断栏可报错。