Agent skill

Yichen Codex Chatgpt

by mcncarl in mcncarl/yichen-skills

Use the signed-in ChatGPT website in Chat UI Pro mode, never Work mode, to research, architect, and review one local project through a configured Secure Tunnel and read-only MCP, while Codex alone…

Custom licenceAuto-check passedProductivity & Automation

Install Yichen Codex Chatgpt

skills CLI
$ npx skills add mcncarl/yichen-skills --skill yichen-codex-chatgpt -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mcncarl/yichen-skills yichen-codex-chatgpt --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/yichen-codex-chatgpt .claude/skills/yichen-codex-chatgpt && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
yichen-codex-chatgpt
GitHub stars
4.3k
Token cost
~3.8k tokens
SKILL.md length
1,869 words
Files
19 (incl. references)
Skills in repo
19
Repo updated
First seen
Licence
Custom licence

At a glance

Use the signed-in ChatGPT website in Chat UI Pro mode, never Work mode, to research, architect, and review one local project through a configured Secure Tunnel and read-only MCP, while Codex alone…

  • Explicit $yichen-codex-chatgpt
  • SKILL.md covers Website Control Surface Priority, Mandatory Chat UI + Pro Gate, Resource Guide and Route, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • 让 ChatGPT 设计后由 Codex 写代码

What it does

Yichen Codex Chatgpt is an agent skill from mcncarl/yichen-skills. Use the signed-in ChatGPT website in Chat UI Pro mode, never Work mode, to research, architect, and review one local project through a configured Secure Tunnel and read-only MCP, while Codex alone edits and tests locally. Trigger on explicit $yichen-codex-chatgpt, 让 ChatGPT 设计后由 Codex 写代码, ChatGPT 架构并审查 Codex, or requests for a Codex and ChatGPT collaboration loop. Pure research stays on the official ChatGPT website; code and hybrid work follow ChatGPT PLAN to Codex execution to ChatGPT REVIEW. Website control…

Its SKILL.md is about 3.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 21 other files, including reference files (for example `README.md`, `SECURITY.md` and `agents/openai.yaml`).

It sits in Productivity & Automation, covering Desktop control. It works with OpenAI and Model Context Protocol.

When your agent uses it

  • Explicit $yichen-codex-chatgpt
  • 让 ChatGPT 设计后由 Codex 写代码
  • ChatGPT 架构并审查 Codex
  • Requests for a Codex and ChatGPT collaboration loop

Example prompts

  • “/yichen-codex-chatgpt”

What it can do on your machine

Read from SKILL.md and the folder at commit 9bd7898. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Yichen Codex Chatgpt loads about 3.8k tokens when it runs, and up to ~32k if it reads all its reference files. Until then it costs about 192 tokens; SKILL.md has 1,869 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~192
When it runs · the whole SKILL.md, loaded when a task matches
~3.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~32k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,869 words (~3,822 tokens).

“Use the user's signed-in ChatGPT Chat UI with the active model route visibly labeled Pro as the researcher, architect, and reviewer. Codex is the only code writer and command/test executor.”

— opening of SKILL.md by mcncarl, Custom licence
name
yichen-codex-chatgpt

Read the full SKILL.md on GitHub

Files

SKILL.md and 18 other files (references) in yichen-codex-chatgpt of mcncarl/yichen-skills.

  • SKILL.md
  • .gitignore
  • LICENSE
  • README.md
  • SECURITY.md
  • agents/openai.yaml
  • config.example.md
  • examples/routing-prompts.md
  • references/browser-session.md
  • references/browser-surface-ladder.md
  • references/c2c-protocol.md
  • references/chat-pro-selection.md
  • references/full-harness-proxy.md
  • references/hybrid.md
  • references/local-code.md
  • references/remote-extended.md
  • references/research.md
  • references/review.md
  • … and 1 more

Open the folder on GitHubat commit 9bd7898

Compare with similar skills

Yichen Codex Chatgpt next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Yichen Codex Chatgpt compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Yichen Codex Chatgpt this skillmcncarl/yichen-skills4.3k—~3.8kAutomated safety check: PassCustom licence
Open Computer UseiFurySt/open-codex-computer-use2.4k—~1.5kAutomated safety check: PassMIT
Interceptor BrowserHacker-Valley-Media/Interceptor5171 repos~4.8kAutomated safety check: PassCustom licence
Control Browserzai-org/ZCode7.5k—~4.6kAutomated safety check: PassApache-2.0
Codex Chatgpt BridgeZhenyu98/codex-chatgpt-bridge275—~4kAutomated safety check: PassMIT
Linux Desktop Controlagent-sh/computer-use-linux663—~2.8kAutomated safety check: PassMIT

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Questions about Yichen Codex Chatgpt

What does Yichen Codex Chatgpt do?

Use the signed-in ChatGPT website in Chat UI Pro mode, never Work mode, to research, architect, and review one local project through a configured Secure Tunnel and read-only MCP, while Codex alone…. Yichen Codex Chatgpt is an agent skill from mcncarl/yichen-skills. Use the signed-in ChatGPT website in Chat UI Pro mode, never Work mode, to research, architect, and review one local project through a configured Secure Tunnel and read-only MCP, while Codex alone edits and tests locally.

When should I use Yichen Codex Chatgpt?

Yichen Codex Chatgpt fits situations like: explicit $yichen-codex-chatgpt; 让 ChatGPT 设计后由 Codex 写代码; chatGPT 架构并审查 Codex; requests for a Codex and ChatGPT collaboration loop.

How do I install Yichen Codex Chatgpt in Claude Code?

Run `npx skills add mcncarl/yichen-skills --skill yichen-codex-chatgpt -a claude-code`. Or copy the skill folder (yichen-codex-chatgpt in mcncarl/yichen-skills) into .claude/skills/yichen-codex-chatgpt in your project. Claude Code loads it when a task matches its description.

How do I install Yichen Codex Chatgpt in Codex?

Run `npx skills add mcncarl/yichen-skills --skill yichen-codex-chatgpt -a codex`. Or copy the skill folder (yichen-codex-chatgpt in mcncarl/yichen-skills) into .agents/skills/yichen-codex-chatgpt in your project. Codex loads it when a task matches its description.

Can I use Yichen Codex Chatgpt in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mcncarl/yichen-skills --skill yichen-codex-chatgpt -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/yichen-codex-chatgpt, .gemini/skills/yichen-codex-chatgpt, .github/skills/yichen-codex-chatgpt and .opencode/skills/yichen-codex-chatgpt in your project.

What does Yichen Codex Chatgpt need to run?

SKILL.md names no scripts, command-line tools or credentials: Yichen Codex Chatgpt is instructions for the agent only.

Does Yichen Codex Chatgpt access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Yichen Codex Chatgpt safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Yichen Codex Chatgpt use?

Yichen Codex Chatgpt has a licence file (from the LICENSE file in the skill folder) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Yichen Codex Chatgpt use?

About 3.8k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 28k tokens, read only when the agent opens those files.

What are the alternatives to Yichen Codex Chatgpt?

Skills that share tags, products or a category with Yichen Codex Chatgpt: Open Computer Use (iFurySt/open-codex-computer-use, 2.4k stars), Interceptor Browser (Hacker-Valley-Media/Interceptor, 517 stars), Control Browser (zai-org/ZCode, 7.5k stars) and Codex Chatgpt Bridge (Zhenyu98/codex-chatgpt-bridge, 275 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Yichen Codex Chatgpt?

mcncarl (a GitHub user) maintains it in mcncarl/yichen-skills, which has 4,331 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 4, 2026.

Source: mcncarl/yichen-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.