GPT Pro Collaboration & Verification Agent Skill

Orchestrates background-first, low-token collaboration between local coding agents and ChatGPT/GPT Pro with strict model verification and…

Context cost
6.3k tokensestimated from the bundle, loaded when it triggers
Bundle
3 files · 25.0 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

让 Codex 通过后台优先、低 token 的方式与现有 ChatGPT/GPT Pro 对话协作完成本地工程任务。仅当用户显式调用 $gpt-pro-collab,或明确要求 Codex 向 ChatGPT/GPT Pro 求助、让其主写再由 Codex 集成时使用。支持用 chatgpt-conversation:// 链接、conversationId 或桌面端可识别的现有对话续聊;只有新建普通 ChatGPT 对话、核验模型、上传附件、执行 UI 专属操作或后台接口不可用时才使用浏览器。

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.

collaboration

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.md13.0 kB · preview
--- name: gpt-pro-collab ---
6# GPT Pro 协作
7
8把 ChatGPT 视为外部顾问或交付方,把 Codex 视为本地任务最终负责人。优先在后台续接现有对话,避免打开页面和重复读取历史。
9
10公开 OpenAI Docs 只说明桌面端可保留聊天上下文、在聊天内设置定时任务和管理长运行工作;list_threads、read_thread、send_message_to_thread 等属于当前 Codex 桌面端工具边界,不是公开 API。调用前以本次会话的实际工具声明为准。
11
12## 解析模式并接管本地任务
13
14- 默认使用 consult:Codex 先工作,只在存在实质不确定、失败证据或用户指定问题时咨询。
15- 用户写明 delegate、Pro 主写、让 Pro 写完 或同义要求时,使用 delegate:要求对方交付完整补丁、文件或明确方案,再由 Codex 集成验收。
16- 用户显式调用 $gpt-pro-collab,或明确要求 Codex 向 ChatGPT/GPT Pro 发送某项咨询或委托,即视为已授权发送完成该任务所必需的消息。该授权包含模型身份询问,以及在门禁通过后发送由用户当前请求和已提供材料整理出的正式任务;不要再展示消息清单并要求用户回复“确认”。
17- 先读取适用的 AGENTS.md、当前代码、测试和工作区状态,保护用户已有改动。
18- 在发送真实任务前闭合会改变提示词的必要调查,整理目标、已验证事实、边界、交付物和验收方式;一次性发送,不用多条消息拼接半成品上下文。
19- 发送后冻结该委托上下文。除非用户预先要求并行、对方明确索要必要资料、用户改变范围或发现会使委托失效的事实错误,不继续同一问题的本地研究或主动补充消息。
20
21## 后台优先路由
22
23按以下顺序执行:
24
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md347 words
Files3
Licencenot declared
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.

≈70
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
6,180
on trigger
The instruction body and 2 supporting files, read only when the skill fires.
3.1%
of a 200k window
Ten skills this size would take about 31% of the window before you open a file.
050k100k150k200k context window

6.3k 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

3 files, 25.0 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. 1 file of its source is not in the download — listed after these, with why.

  • SKILL.md13.0 kB
  • README.md11.5 kB
  • agents/openai.yaml0.5 kB

Not in the download

Not carried is a type a skill download does not hold. Take it from its source.

  • .gitignorenot carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 3 files — not the whole of its source: 1 file is left out. It is listed under the files, with why.

Install

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

# GPT Pro Collaboration & Verification · 6.3k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/gpt-pro-collaboration-verification/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/gpt-pro-collaboration-verification" ] && { [ ! -e .claude/skills/gpt-pro-collaboration-verification ] || { mv .claude/skills/gpt-pro-collaboration-verification "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/gpt-pro-collaboration-verification" .claude/skills/ && echo "Installed .claude/skills/gpt-pro-collaboration-verification"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add genoooool/gpt-pro-collaboration-verification

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/gpt-pro-collaboration-verification/ 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/gpt-pro-collaboration-verification/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/gpt-pro-collaboration-verification" ] && { [ ! -e ~/.claude/skills/gpt-pro-collaboration-verification ] || { mv ~/.claude/skills/gpt-pro-collaboration-verification "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/gpt-pro-collaboration-verification" ~/.claude/skills/ && echo "Installed ~/.claude/skills/gpt-pro-collaboration-verification" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/gpt-pro-collaboration-verification/ 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. It appears as gpt-pro-collab in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, gpt-pro-collaboration-verification. Not in this download: 1 file of its source (which one, and why). Take it from its source.

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
Referencegenoooool/gpt-pro-collaboration-verification

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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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Who wrote it

GE
@genoooool

Publishes on mcprush.

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