Game Qa logo

Game Qa

Organization
zenstory-ai
game-qa

Verify a game with evidence on its selected target runtime. Launch the actual build and prove real rendering, input, the core loop, at least one designed outcome, restart, and explicit limitations without dressing subjective fun up as a certain verdict. Use for test a generated game, QA a game build, check whether the game is fully playable, or verify the build. 游戏证据化质量验证。在选定的目标运行环境中启动实际构建,证明真实渲染、输入、核心循环、至少一个设计结果、重开和明确限制,不把主观趣味包装成确定性结论。用于测试生成游戏、检查游戏能否完整游玩或验证构建。

Overview

Publisherzenstory-ai
Repositorynovel-to-game
Skill namegame-qa
Stars
845
Forks
119
Bundled files
3
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by zenstory-ai on GitHub. Read the source before you install it.

Installation

Install the Game Qa AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/zenstory-ai/novel-to-game/tree/main/skills/game-qa
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/zenstory-ai/novel-to-game.git /tmp/novel-to-game
mkdir -p .claude/skills
cp -r /tmp/novel-to-game/skills/game-qa .claude/skills/game-qa
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Game Qa in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Game Qa on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Game Qa is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

游戏质量验证

验证当前候选能否完成最小可玩闭环,不把自动化结果包装成趣味、平衡、权利或发布质量结论。

读取 qa-contract.md 定判据,按 test-design-method.md 设计最少但有区分力的检查。

产物语言由 PRODUCT_BRIEF.md 锁定;未锁定时跟随对话语言,不默认产出中文。

唯一必需合同

每个候选都必须用真实运行证据覆盖:launch、render、input、coreLoop、outcome、restart。 targetFinish 描述成色,不改变这组六项,也不得生成第七道门。

执行

  1. 读取 targetRuntime、testedRuntime 和权威 verify;与 PRODUCT_BRIEF/BUILD_BRIEF 冲突时先报错, 不由 QA 猜值。
  2. 运行权威 verify:它在 testedRuntime 从 clean start → 核心动作 → 设计结果 → restart 完成整条路径,并记录 command、exit code、环境、六项结果、最小证据和实际失败。
  3. 对照 GAME_DESIGN 中会改变结果的不变量和结束标记;只验证批准的设计承诺,不遍历所有 代码路径。
  4. 若候选有可执行模型、事件日志、patch 或 signature_command,按 test-design-method 的对应合同把 项目回归嵌入权威 verify;允许定向诊断、修复和复跑,最终六项证据必须来自同一次完整运行。 失败映射到已有 checks 或 limitation,不新增通用门禁。
  5. 记录 limitation 和问题的 product/design/art/build 归属。

优先使用已有可观察状态;只有无法判断结果时才增加最小测试钩子。不要为了 QA 重构游戏或强制某种 框架、测试库或调试接口。

输出

  • qa/verification.json:唯一 QA 事实源;字段与证据要求见 qa-contract.md。

缺口写结构化 limitation,不发明 PASS_WITH_GAPS;未运行或失败的必需项不能满足整体 PASS。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Game Qa AI skill do?

Verify a game with evidence on its selected target runtime. Launch the actual build and prove real rendering, input, the core loop, at least one designed outcome, restart, and explicit limitations without dressing subjective fun up as a certain verdict. Use for test a generated game, QA a game build, check whether the game is fully playable, or verify the build. 游戏证据化质量验证。在选定的目标运行环境中启动实际构建,证明真实渲染、输入、核心循环、至少一个设计结果、重开和明确限制,不把主观趣味包装成确定性结论。用于测试生成游戏、检查游戏能否完整游玩或验证构建。

Why use Game Qa on TypingMind?

Because you install it once and use it with any model. Game Qa is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Game Qa in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/zenstory-ai/novel-to-game/tree/main/skills/game-qa. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Game Qa?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Game Qa?

As many as you like. As long as a model supports skills, you can use Game Qa with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Game Qa AI skill free?

Yes. It is published on GitHub by zenstory-ai under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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