Prototypefast

SKILLAI 工具
AI 工具 未标注权限 许可证不明确
安装这个技能

PrototypeFast专用技能,帮助AI Agent高效完成相关任务。

一句话选型结论

按资料字段整理

Prototypefast是AI 工具类的 Agent Skill,安装方式未标注,权限级别未标注,许可证不明确,有可直接复制的安装命令。技能本质是给模型读的说明书,效果取决于模型与客户端;装完先用一个小任务验证,再放进正式流程。

分类AI 工具 安装方式未标注 权限级别未标注权限 许可证许可证不明确
累计安装 未标注 本周 未标注
GitHub 星标 未标注 仓库 未标注
下载量 未标注 技能市场下载数
权限级别 未标注权限 安装前请确认风险范围
许可证 许可证不明确 未说明

安装

未标注
在支持 Skills 的客户端里执行,装完问一句「你有哪些技能」验证
skillhub install user_3c6cb52e/prototype-fast-7zt9
  1. 1
    确认客户端支持

    确认你的客户端支持 Skills(Claude、Codex、Cursor 等),并升级到较新的版本。

  2. 2
    拿到技能文件

    执行上面的命令安装;也可以把仓库里的 SKILL.md 手动放进客户端的 skills 目录。

  3. 3
    刷新技能列表

    重新打开客户端,或刷新技能列表,让新放进来的技能被加载。

  4. 4
    验证是否生效

    问一句「你有哪些技能」,确认列表里出现它,再拿一个小任务试跑。

技能档案

AI 工具
字段来自技能仓库与公开索引,中文说明由本站标注
作者 / 维护方user_3c6cb52e仓库 未标注 · 版本 未标注
宿主客户端未标注技能可被这些客户端加载
安装方式未标注安装包 community
权限级别未标注权限安装前请确认风险范围
许可证未说明许可证不明确,商用前请自行确认条款
仓库可用性available技能仓库当前是否可访问
最近核验未标注上游最后核验时间 · 数据更新 1791622306
正文体量6.1 KBSKILL.md 原文大小,越大说明说明书写得越细

典型使用场景

3 类
按分类整理的常见用法,具体以 SKILL.md 为准
组合多个 AI 能力

把写作、检索、总结串成一条流程。

搭工作流

把固定流程做成可重复调用的步骤。

做提示词与评测

整理提示词并对比输出效果。

选择建议

装之前先看这几条
按条目字段给出的判断,不替你决定用不用

值得选的地方

  • 有可直接复制的安装命令,不用自己翻文档找入口。

先想清楚的地方

  • 没有标注权限级别,实际能做什么要装好后确认。
  • 许可证不明确,商用或二次分发前先到仓库确认条款。
  • 没有做站内核验,内容以作者仓库为准。
  • 技能只是说明书,实际效果取决于模型与客户端,装完先用小任务试一遍。

更适合

  • 需要在AI 工具场景里给模型补一套做法的人。
  • 愿意先读一遍 SKILL.md、确认它会让模型做什么的人。

不太适合

  • 对许可证要求很严、必须明确可商用的人。
  • 只想装完就自动变强、不打算看说明书的人。

同类对比

6 个同类
同分类里挑最接近的几条,字段以各自详情页为准
技能权限级别安装方式累计安装宿主客户端安装命令
Prototypefast当前 未标注权限 未标注 未标注 未标注 有
执行计划 只读 GitHub 仓库 151.5 万 Codex、Claude、Cursor 有
Playwright MCP 测试 浏览器控制 ClawHub 市场 136.5 万 OpenClaw 有
完成前的验证 未标注权限 GitHub 仓库 131.9 万 Codex、Claude、Cursor 有
子 Agent 驱动开发 只读 GitHub 仓库 131.2 万 Codex、Claude、Cursor 有
前端设计 执行命令 GitHub 仓库 125.6 万 Codex、Claude、Cursor 有

SKILL.md 全文

6.1 KB
模型实际读到的说明书原文,来自技能仓库

Prototype Fast

Get a mechanic into a player's hands fast to learn whether it's worth building. The output of
a prototype is a decision (keep / kill / refactor), not a product. Optimize for learning
speed, and decide up front whether the code is throwaway or load-bearing.

When to use

  • Use when validating a single mechanic or "what if", building a vertical slice / MVP,
    greyboxing a level or interaction, or de-risking an idea before committing real time.
  • Use when the user says "just get something playable", "is this fun?", or "rough it in".

When not to use: a timed competition with a deadline and a submission (use game-jam);
shipping or updating a real release (use steam-publish / itch-publish); building the
production version of a validated feature (use the engine/genre skill directly).

Core workflow

  1. Write the one question. State the single thing the prototype must answer, e.g.
    "Is grappling-while-falling satisfying to control?" If you have two questions, build two
    prototypes. A prototype that tests everything tests nothing.
  2. Decide throwaway vs keep — before you write code. Throwaway (a spike): hard-code,
    no architecture, delete after. Keep: still rough, but folder/names you can grow. Most
    prototypes should be throwaway; pretending otherwise is how prototypes rot into the
    shipping codebase.
  3. Set a hard timebox (30-90 min for a mechanic; one sitting for a slice) and a visible
    timer. The constraint is the point — it forces you to test the core idea, not the trim.
  4. Greybox everything non-essential. Primitives for art (boxes, circles, capsules),
    built-in fonts, one debug sound or none. Spend zero minutes on anything the question
    doesn't depend on.
  5. Instrument for the question. Add on-screen debug text / gizmos that show the thing you
    are judging (speed, distance, timing window). You're measuring, not decorating.
  6. Playtest immediately and honestly. Play it yourself, then hand it to one other person
    without explaining the controls. Watch where they struggle.
  7. Make the call against your kill criteria (below). Keep → schedule the real build and
    rewrite, don't promote the spike. Kill → log the lesson and move on. Refactor → narrow
    the question and spike again.

Patterns

1. The prototype brief (fill this in before coding)

QUESTION:     The one thing this must prove (binary if possible).
CORE VERB:    The single action the player repeats.
THROWAWAY?:   yes -> hard-code freely, delete after.  no -> minimal structure to grow.
TIMEBOX:      e.g. 60 min. Stop when it rings, even if unfinished.
KEEP IF:      observable signal that means "fun / worth building" (see kill criteria).
KILL IF:      observable signal that means "stop".

2. Greybox the core loop, fake everything else (engine-agnostic pseudocode)

# Only the CORE VERB is real. Visuals are primitives; systems are stubs.
on update(dt):
    read_input()
    apply_core_mechanic(dt)        # the ONLY thing you're testing — make this feel right
    draw_primitive(player)         # a box. not a sprite. not animated.
    draw_debug_hud(speed, timing)  # show the numbers you're judging
    # enemies, menus, save, audio, art -> stubbed or absent until the verb proves out

3. Kill criteria — make the keep/kill call observable, not emotional

KEEP when, with placeholder art:
  - a fresh player does the core verb on purpose within ~30s, unprompted, and
  - you (or they) repeat the loop "one more time" without being asked.
KILL when:
  - the verb only feels good after you explain it, or
  - making it fun needs systems far beyond the prototype's scope, or
  - you're adding art/levels to avoid admitting the verb is flat.
REFACTOR when one variable is clearly off (too slow, window too tight) -> retune, retest.

4. Containment: keep a spike out of the shipping codebase

prototypes/<idea-name>/      # separate folder or project, never imported by main game
  - hard-coded values, single file ok, magic numbers welcome
  - committed on a throwaway branch (or not at all)
Rule: a "keep" decision authorizes a REWRITE in the real project, not a copy-paste of the
spike. Prototype code carries prototype assumptions; shipping it ships the assumptions.

Pitfalls

  • Polishing too early. Art, menus, and audio make a flat mechanic look finished and
    delay the verdict. Greybox until the verb is proven.
  • No kill criteria. Without a written "kill if", every prototype "has potential" and
    nothing gets cut. Decide the signal before you're attached to the code.
  • Building systems instead of the mechanic. Inventory, save/load, and settings are not
    the question. Stub them.
  • The spike becomes the product. Throwaway code promoted to production is technical debt
    with a fun origin story. Rewrite on a keep.
  • Prototyping in the real codebase. It tangles experiments with shipping systems and
    makes the spike expensive to delete. Use a separate folder/project.
  • Testing only yourself. You know the controls and the intent. One uncoached outside
    player reveals more in two minutes than an hour of self-play.

References

  • For working under a hard external deadline and submitting, read the game-jam skill.
  • For the engine-specific core loop you'll greybox in, read that engine's skill
    (godot-gdscript, phaser-core, love2d-core, unity-csharp-scripting, …).

Related skills

  • game-jam — same scope discipline applied to a timed competition with a submission.
  • Engine cores and genre skills — where a "keep" decision gets rebuilt properly.

常见问题

5 问
答案由本站依据条目字段整理
Prototypefast怎么安装?

在支持 Skills 的客户端里执行:skillhub install user_3c6cb52e/prototype-fast-7zt9。安装方式为未标注。装完刷新技能列表或重开客户端。

Prototypefast支持哪些客户端?

资料没有标注宿主客户端,但只要客户端支持 Skills(Claude、Codex、Cursor 等),一般都能加载。

Prototypefast权限高吗,安全吗?

权限级别为未标注权限。安装前先看它会读取或写入哪些内容。

Prototypefast收费吗?

本站不代收费用,也没有标注具体价格。是否收费取决于技能本身和所用的模型或客户端,正式使用前按作者说明确认。

Prototypefast用什么许可证?

许可证标注为 未说明(许可证不明确)。商用或二次分发前请到仓库确认条款原文。

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技能内容以作者仓库为准;分类、权限级别与许可证状态的中文说明为中文整理,最近核验 未标注。