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game-design-core-loop-extractor游戏设计核心循环提取器

Agent Skill

用于辅助界面设计、视觉规范、排版、配色、布局和交互体验优化。它适合让 Agent 根据产品场景整理页面结构、生成 UI 方案、检查视觉一致性或改进组件层级。使用时需要结合现有品牌、设计系统和用户任务,不应只堆装饰元素;涉及真实页面改动时,应通过截图或浏览器预览检查文本溢出、对齐和响应式表现。

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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:game-design-core-loop-extractor(游戏设计核心循环提取器)
来源仓库:https://github.com/stanestane/game-design-core-loop-extractor
安装命令:
openclaw skills install game-design-core-loop-extractor
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

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openclaw skills install game-design-core-loop-extractor

简介

game-design-core-loop-extractor 精准提炼游戏的核心玩法循环结构。

  • 帮助团队聚焦关键体验而非冗余内容提升开发效率。
  • 基于重复行为模式自动识别奖励节点与动机触发点。
  • 通过 clawhub 安装后无缝接入 OpenClaw 设计评审流程。
  • 要求输入材料包含足够的行为观察记录以保证准确性。

SKILL.md

name
game-design-core-loop-extractor
description
Extract the actual core loop from a game, feature set, or pitch based on repeated player actions, feedback, rewards, and renewed motivation. Use when a team can list mechanics but cannot clearly articulate the repeatable loop that drives engagement, when a pitch sounds like disconnected features, when a design document lacks loop clarity, or when you need to test whether the claimed loop is coherent, rewarding, and structurally complete.

Game Design Core Loop Extractor

Extract the actual repeatable loop that drives the experience, not a decorative feature list pretending to be structure.

Use this skill when a team can describe mechanics, systems, and content, but not the recurring action-feedback-motivation cycle that keeps the game alive. The job is to identify what the player repeatedly does, what the game gives back, why the player wants to do it again, and where the loop is broken, bloated, or fake.

Read references/family-conventions.md when you want the shared style, prioritization, and diagnosis rules for this game-design skill family. Read references/output-patterns.md when you want the preferred recommendation and minimal-fix structure.

Core principle

A core loop is not just a sequence of actions. It is a repeatable motivational circuit.

A useful loop definition identifies:

  • what the player does
  • what the game returns
  • what state changes as a result
  • why the player wants to re-enter the loop

If the loop cannot explain why the player comes back for another cycle, it is incomplete.

What to produce

Generate:

  1. Extracted core loop - the clearest repeatable loop implied by the design
  2. Loop step breakdown - the key stages in order
  3. Loop drivers - what reward, pressure, tension, or fantasy pulls the player back in
  4. Loop breaks and dead steps - where the loop is weak, bloated, confusing, or non-motivating
  5. Design implications - what to simplify, strengthen, cut, or separate

Process

1. Define the extraction target

Clarify:

  • what exact game, feature set, or slice is being analyzed
  • whether you are extracting the top-level game loop or a sub-loop
  • whether a claimed loop already exists in the documentation

Write:

  • Extraction target
  • Loop scope
  • Claimed loop if any

2. Identify the repeated player cycle

Ask:

  • What does the player do over and over?
  • What starts the cycle?
  • What ends one cycle and begins the next?
  • What resource, state, knowledge, or opportunity changes each time?

Look for actual recurrence, not one-time setup or occasional side systems.

3. Break the loop into action, feedback, reward, and renewed intent

For each stage, identify:

  • Player action
  • Game response
  • Reward or consequence
  • Reason to continue

Useful questions:

  • What is the player's immediate objective?
  • What result does the game return?
  • What makes the next cycle attractive or necessary?
  • Where does tension accumulate or release?

4. Distinguish core loop from support systems

Separate:

  • the actual core loop
  • progression loops
  • economy loops
  • meta loops
  • social loops
  • retention wrappers

A design often has many loops. Do not confuse scaffolding with the main engine.

Ask:

  • If optional layers vanished, what loop would still define the game minute to minute?
  • Which systems amplify the loop versus merely decorate it?

5. Test the loop for motivational completeness

Check whether the loop contains:

  • clear initiation
  • meaningful action
  • readable feedback
  • satisfying reward or consequence
  • a genuine reason to repeat

Common failure signs:

  • one or more steps are vague
  • reward does not materially matter
  • repetition exists without renewed motivation
  • the loop is really several disconnected chains awkwardly stapled together
  • the loop is too long to feel cyclical

6. Identify dead steps, bloat, and false loops

Look for:

  • steps that do not change player state meaningfully
  • chores inserted between meaningful beats
  • feedback that is too weak to reinforce repetition
  • loops that are structurally present but emotionally flat
  • claimed loops that are really just content progression, not recurrence

7. Write the extracted loop clearly

Prefer a concise format such as:

  • Observe -> choose -> act -> resolve -> gain -> re-enter

or

  • Explore -> fight -> earn -> upgrade -> explore again

Then explain why this loop has pull.

8. Convert the loop into design implications

For each important part of the loop, specify:

  • Loop step
  • Current strength or weakness
  • What to change
  • Expected effect on repeat engagement

Examples:

  • weak reward read -> improve feedback and clearer state change
  • bloated transition step -> shorten or remove the chore layer
  • no renewed tension -> add scarcity, discovery, escalation, or strategic consequence

Response structure

Use this structure unless the user asks for something else:

Extraction Target

  • ...

Extracted Core Loop

  • ...

Loop Step Breakdown

  • ...

Loop Drivers

  • ...

Loop Breaks and Dead Steps

  • ...

Design Implications

  1. ...
  2. ...
  3. ...

Minimal Loop Fix

  • ...

Fast mode

Use this quick pass when speed matters:

  • What does the player repeat most often?
  • What reward or state change closes the loop?
  • Why does the player want another cycle?
  • Which step is dead weight?
  • What one change would make the loop cleaner or more compelling?

Usage notes

This extractor is especially useful for:

  • concept definition
  • pitch sharpening
  • prototype evaluation
  • identifying feature sprawl
  • clarifying the minute-to-minute game engine
  • separating real engagement structure from progression wallpaper

Common patterns to watch for:

  • many teams describe systems, not loops
  • progression is often mistaken for the core loop
  • a long chain of actions is not automatically a loop
  • if the loop depends entirely on external rewards, the core loop may be weak
  • if nobody can state the loop in one breath, it is probably muddy

Working principle

A game stays alive because something in it closes cleanly enough, changes enough, and promises enough to make repetition feel meaningful.

Use this skill to identify that engine and expose where it is sputtering.

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