Agent skill

Yichen Chatgpt Web Research

by mcncarl in mcncarl/yichen-skills

Use the user's already signed-in official ChatGPT website account, especially GPT-5.5 Pro / ChatGPT Pro, to perform product research, market research, competitor research, second-opinion analysis…

Custom licenceAuto-check passedProductivity & Automation

Install Yichen Chatgpt Web Research

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

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

GitHub CLI
$ gh skill install mcncarl/yichen-skills yichen-chatgpt-web-research --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-chatgpt-web-research .claude/skills/yichen-chatgpt-web-research && 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-chatgpt-web-research
GitHub stars
4.4k
Token cost
~3.4k tokens
SKILL.md length
1,868 words
Files
3
Skills in repo
19
Repo updated
First seen
Licence
Custom licence

At a glance

Use the user's already signed-in official ChatGPT website account, especially GPT-5.5 Pro / ChatGPT Pro, to perform product research, market research, competitor research, second-opinion analysis…

  • Works in 12 steps: Name the browser session, for example 🔎… → Locate the intended ChatGPT account… → Confirm the page is the intended… → …
  • Tasks that involve Desktop control
  • SKILL.md covers Hard Rule, Required Routes, Computer Use Fallback and Workflow, plus 3 more sections
  • Reaches chatgpt.com

What it does

Yichen Chatgpt Web Research is an agent skill from mcncarl/yichen-skills. Use the user's already signed-in official ChatGPT website account, especially GPT-5.5 Pro / ChatGPT Pro, to perform product research, market research, competitor research, second-opinion analysis, or any request that says ChatGPT 官网, ChatGPT 网页版, GPT-5.5 Pro, 5.5 Pro, 用官网调研, 产品调研, 市场调研, or avoid API cost. Prefer the Chrome plugin/extension route; if it is unavailable or cannot attach, fall back to Computer Use on the real visible Chrome window/profile. This skill must control the real ChatGPT web page in the…

Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `README.md` and `agents/openai.yaml`).

It sits in Productivity & Automation, covering Desktop control, LLM API integration and Market research. It works with OpenAI, Model Context Protocol and Playwright.

When your agent uses it

  • Tasks that involve Desktop control
  • Tasks that involve LLM API integration
  • Tasks that involve Market research

Example prompts

  • “/yichen-chatgpt-web-research”

Workflow steps

12 steps, taken from the first numbered list in SKILL.md.

  1. Name the browser session, for example 🔎 ChatGPT 调研.
  2. Locate the intended ChatGPT account through the Chrome plugin
  3. Confirm the page is the intended signed-in account and the composer is usable.
  4. Start a new chat inside the verified account only when needed
  5. Build a self-contained prompt. Include
  6. Enter the prompt.
  7. Send the prompt from the real page.
  8. Poll every 3 minutes while generation is running.
  9. Completion requires all of these
  10. Extract the answer from the real page.
  11. Save the output before finalizing.
  12. Before ending browser work, call Chrome finalization and keep the completed ChatGPT tab as a deliverable only when useful for user review.

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

    Hosts in commands or code, which the agent is likely to contact:

    • chatgpt.com

    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 Chatgpt Web Research loads about 3.4k tokens when it runs. Until then it costs about 181 tokens; SKILL.md has 1,868 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~181
When it runs · the whole SKILL.md, loaded when a task matches
~3.4k

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 1,868 words (~3,423 tokens).

“Use the official ChatGPT web page through the user's already signed-in Chrome account/profile as the source of truth.”

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

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files in yichen-chatgpt-web-research of mcncarl/yichen-skills.

  • SKILL.md
  • README.md
  • agents/openai.yaml

Open the folder on GitHubat commit 9bd7898

Compare with similar skills

Yichen Chatgpt Web Research 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 Chatgpt Web Research compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Yichen Chatgpt Web Research this skillmcncarl/yichen-skills4.4k—~3.4kAutomated safety check: PassCustom licence
Chatgpt Web Researchbear2u/my-skills932—~3.3kAutomated safety check: PassNone
Bmad Deep Recondelorenj/mcp-server-trello445—~2.3kAutomated safety check: PassMIT
Windows QA EngineerCodeAlive-AI/ai-driven-development159—~1.4kAutomated safety check: PassMIT
Agentic Browser Testingpetrkindlmann/qa-skills170—~4.5kAutomated safety check: PassMIT
Web Searchfreestylefly/wesight9461 repos~4kAutomated safety check: NotesMIT

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Questions about Yichen Chatgpt Web Research

What does Yichen Chatgpt Web Research do?

Use the user's already signed-in official ChatGPT website account, especially GPT-5.5 Pro / ChatGPT Pro, to perform product research, market research, competitor research, second-opinion analysis…. Yichen Chatgpt Web Research is an agent skill from mcncarl/yichen-skills.5 Pro, 用官网调研, 产品调研, 市场调研, or avoid API cost.

When should I use Yichen Chatgpt Web Research?

Yichen Chatgpt Web Research fits situations like: tasks that involve Desktop control; tasks that involve LLM API integration; tasks that involve Market research.

How do I install Yichen Chatgpt Web Research in Claude Code?

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

How do I install Yichen Chatgpt Web Research in Codex?

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

Can I use Yichen Chatgpt Web Research 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-chatgpt-web-research -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-chatgpt-web-research, .gemini/skills/yichen-chatgpt-web-research, .github/skills/yichen-chatgpt-web-research and .opencode/skills/yichen-chatgpt-web-research in your project.

What does Yichen Chatgpt Web Research need to run?

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

Does Yichen Chatgpt Web Research access the network?

SKILL.md names 1 domain. In commands or code: chatgpt.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Yichen Chatgpt Web Research 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 Chatgpt Web Research use?

Yichen Chatgpt Web Research has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Yichen Chatgpt Web Research use?

About 3.4k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Yichen Chatgpt Web Research?

Skills that share tags, products or a category with Yichen Chatgpt Web Research: Chatgpt Web Research (bear2u/my-skills, 932 stars), Bmad Deep Recon (delorenj/mcp-server-trello, 445 stars), Windows QA Engineer (CodeAlive-AI/ai-driven-development, 159 stars) and Agentic Browser Testing (petrkindlmann/qa-skills, 170 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Yichen Chatgpt Web Research?

mcncarl (a GitHub user) maintains it in mcncarl/yichen-skills, which has 4,362 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.