Creation Intent Gate Agent Skill

Guides structured Mission, Vision, and Values intention modeling before creating durable products, workflows, or software artifacts.

Context cost
6k tokensestimated from the bundle, loaded when it triggers
Bundle
7 files · 43.7 kB1 script among them — read before you run
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Apply Mission, Vision, and Values intention modeling before creating or materially redefining a durable artifact. Use the full gate for customer-facing, recurring, multi-person, high-maintenance, public, financial, privacy-sensitive, or multi-day products, projects, services, tools, skills, automations, workflows, systems, businesses, content programs, communities, and organizations. Use the lite gate for a new but reversible single-person creation that fits within one day and has no external commitment.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

productivity

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md13.8 kB · preview
--- name: creation-intent-gate ---
6# 创造意图门
7
8把“我想做一个东西”的功能冲动,转化为自洽、他洽、可碰撞现实的创造物意图。先提高意图质量,再利用 AI 的执行速度。
9
10## 核心契约
11
121. 先读当前工作区、已有 MVV、项目状态和相关材料,再提问。
132. 把 Mission 和最终 Values 留给人判断;让 AI 负责展开 Vision、搜集证据、生成样本和压缩信息。
143. 不把页面、Agent、自动化、粉丝数、收入数字或功能名称直接当作 Mission;它们可以是合法的执行目标。已有 Mission 和范围时,不反复质疑明确功能。
154. 不停留在漂亮的战略文档。完成收敛后,锁定一个 1-3 天可碰撞现实的最小创造物。
165. 用户说“先讨论”时只讨论,不写文件或进入构建。只有当前对话已经确认 Mission 和主 Vision 后,“干”“开始做”才代表通过完整门;初始请求里的“现在就做”不能绕过它。
176. 不把评分、象限坐标或市场定位包装成客观事实;标注证据、推断和不确定性。
187. 用户明确说“跳过创造意图门”或 skip creation intent gate 时,简短确认已跳过并继续执行。跳过只作用于本 skill 的 Mission、Vision、Values、收敛和碰撞步骤,不构成对任何文件修改、删除、付款、合同、隐私、凭证、外部调用或公开承诺的授权;这些动作仍按原请求和原有安全确认处理。
19
20## 选择运行深度
21
22启动时先以当前 SKILL.md 所在目录为根,检查 references/method.md、references/convergence.md、assets/mvv-decision-template.md 和 assets/reality-collision-card.md 是否可读。任一缺失或不可读时明确报告具体路径;不得静默跳过对应方法,也不得声称已完成完整门。只在用户同意降级后,使用本文件中的最低契约继续。
23
24### 轻量门
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md544 words
Files7
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈250
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
5,725
on trigger
The instruction body and 6 supporting files, read only when the skill fires.
3.0%
of a 200k window
Ten skills this size would take about 30% of the window before you open a file.
050k100k150k200k context window

6k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

7 files, 43.7 kB on disk. Mostly text — the instructions the model reads — with 1 script in it that your client would run only if the instructions tell it to.

  • SKILL.md13.8 kB
  • agents/openai.yaml0.3 kB
  • assets/mvv-decision-template.md1.8 kB
  • assets/reality-collision-card.md0.3 kB
  • references/convergence.md3.2 kB
  • references/method.md4.5 kB
  • scripts/render_convergence_map.py19.8 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 1 script beside the text, so the bundle is 7 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Creation Intent Gate · 6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/creation-intent-gate/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/creation-intent-gate" ] && { [ ! -e .claude/skills/creation-intent-gate ] || { mv .claude/skills/creation-intent-gate "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/creation-intent-gate" .claude/skills/ && echo "Installed .claude/skills/creation-intent-gate"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add kexu818/creation-intent-gate

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/creation-intent-gate/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/creation-intent-gate/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/creation-intent-gate" ] && { [ ! -e ~/.claude/skills/creation-intent-gate ] || { mv ~/.claude/skills/creation-intent-gate "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/creation-intent-gate" ~/.claude/skills/ && echo "Installed ~/.claude/skills/creation-intent-gate" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/creation-intent-gate/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencekexu818/creation-intent-gate

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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Who wrote it

KE
kexu818

Publishes on mcprush.

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