Openai Docs
lingxling/awesome-skills-cn
A skill your agent uses when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help…
A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions…
Install Openai Docs
$ npx skills add aafqaq/codex-lb-enhanced --skill openai-docs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openai-docs --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/openai-docs .claude/skills/openai-docs && rm -rf skills-srcUse ~/.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/
Install the "openai-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openai-docs into .claude/skills/openai-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-docs", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openai-docsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aafqaq/codex-lb-enhanced --skill openai-docs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openai-docs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/openai-docs .agents/skills/openai-docs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openai-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openai-docs into .agents/skills/openai-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-docs", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aafqaq/codex-lb-enhanced --skill openai-docs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openai-docs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/openai-docs .cursor/skills/openai-docs && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "openai-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openai-docs into .cursor/skills/openai-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-docs", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aafqaq/codex-lb-enhanced.git --path .agents/skills/openai-docs--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aafqaq/codex-lb-enhanced --skill openai-docs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openai-docs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/openai-docs .gemini/skills/openai-docs && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "openai-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openai-docs into .gemini/skills/openai-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-docs", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aafqaq/codex-lb-enhanced openai-docsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aafqaq/codex-lb-enhanced --skill openai-docs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/openai-docs .github/skills/openai-docs && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "openai-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openai-docs into .github/skills/openai-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-docs", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aafqaq/codex-lb-enhanced --skill openai-docs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openai-docs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/openai-docs .opencode/skills/openai-docs && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "openai-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openai-docs into .opencode/skills/openai-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-docs", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
openai-docs- GitHub stars
- 102
- Used in
- 3 other repos
- Token cost
- ~861 tokens
- SKILL.md length
- 451 words
- Files
- 5 (incl. assets)
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions…
- Works in 7 steps: Apps SDK: Build ChatGPT apps by… → Responses API: A unified endpoint… → Chat Completions API: Generate a model… → …
- The user asks how to build with OpenAI products
- SKILL.md covers Quick start, OpenAI product snapshots, If MCP server is missing and Workflow, plus 2 more sections
- Calls codex; reaches developers.openai.com
What it does
Openai Docs is an agent skill from aafqaq/codex-lb-enhanced. Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including assets (for example `agents/openai.yaml`).
It sits in DevOps & Cloud, covering MCP servers, LLM API integration and Realtime and WebSockets. It works with OpenAI and Model Context Protocol. The repository describes itself as: Production-ready Codex-compatible account-pool gateway with seamless failover, full-session recovery, native quota headers, WebSocket/HTTP bridge, and observability. The licence is Apache-2.0.
When your agent uses it
- The user asks how to build with OpenAI products
- APIs and needs up-to-date official documentation with citations (for example: Codex
- Chat Completions
- Model capabilities
Example prompts
- “/openai-docs”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Apps SDK: Build ChatGPT apps by providing a web component UI and an MCP server that exposes your app's tools to ChatGPT.
- Responses API: A unified endpoint designed for stateful, multimodal, tool-using interactions in agentic workflows.
- Chat Completions API: Generate a model response from a list of messages comprising a conversation.
- Codex: OpenAI's coding agent for software development that can write, understand, review, and debug code.
- gpt-oss: Open-weight OpenAI reasoning models (gpt-oss-120b and gpt-oss-20b) released under the Apache 2.0 license.
- Realtime API: Build low-latency, multimodal experiences including natural speech-to-speech conversations.
- Agents SDK: A toolkit for building agentic apps where a model can use tools and context, hand off to other agents, stream partial results…
What it can do on your machine
Read from SKILL.md and the folder at commit c0e9e18. 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
Shell commands in SKILL.md call:
codex
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:
developers.openai.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
Openai Docs loads about 861 tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 451 words of instructions outside code blocks.
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
The full file from aafqaq/codex-lb-enhanced at commit c0e9e18, republished under its Apache-2.0 licence (© aafqaq). 451 words, ~861 tokens.
Download SKILL.mdSave it as
.claude/skills/openai-docs/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- openai-docs
- description
- Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
OpenAI Docs
Provide authoritative, current guidance from OpenAI developer docs using the developers.openai.com MCP server. Always prioritize the developer docs MCP tools over web.run for OpenAI-related questions. Only if the MCP server is installed and returns no meaningful results should you fall back to web search.
Quick start
- Use
mcp__openaiDeveloperDocs__search_openai_docsto find the most relevant doc pages. - Use
mcp__openaiDeveloperDocs__fetch_openai_docto pull exact sections and quote/paraphrase accurately. - Use
mcp__openaiDeveloperDocs__list_openai_docsonly when you need to browse or discover pages without a clear query.
OpenAI product snapshots
- Apps SDK: Build ChatGPT apps by providing a web component UI and an MCP server that exposes your app's tools to ChatGPT.
- Responses API: A unified endpoint designed for stateful, multimodal, tool-using interactions in agentic workflows.
- Chat Completions API: Generate a model response from a list of messages comprising a conversation.
- Codex: OpenAI's coding agent for software development that can write, understand, review, and debug code.
- gpt-oss: Open-weight OpenAI reasoning models (gpt-oss-120b and gpt-oss-20b) released under the Apache 2.0 license.
- Realtime API: Build low-latency, multimodal experiences including natural speech-to-speech conversations.
- Agents SDK: A toolkit for building agentic apps where a model can use tools and context, hand off to other agents, stream partial results, and keep a full trace.
If MCP server is missing
If MCP tools fail or no OpenAI docs resources are available:
- Run the install command yourself:
codex mcp add openaiDeveloperDocs --url https://developers.openai.com/mcp - If it fails due to permissions/sandboxing, immediately retry the same command with escalated permissions and include a 1-sentence justification for approval. Do not ask the user to run it yet.
- Only if the escalated attempt fails, ask the user to run the install command.
- Ask the user to restart Codex.
- Re-run the doc search/fetch after restart.
Show full SKILL.md (153 more words)Show less
Workflow
- Clarify the product scope (Codex, OpenAI API, or ChatGPT Apps SDK) and the task.
- Search docs with a precise query.
- Fetch the best page and the specific section needed (use
anchorwhen possible). - Answer with concise guidance and cite the doc source.
- Provide code snippets only when the docs support them.
Quality rules
- Treat OpenAI docs as the source of truth; avoid speculation.
- Keep quotes short and within policy limits; prefer paraphrase with citations.
- If multiple pages differ, call out the difference and cite both.
- If docs do not cover the user’s need, say so and offer next steps.
Tooling notes
- Always use MCP doc tools before any web search for OpenAI-related questions.
- If the MCP server is installed but returns no meaningful results, then use web search as a fallback.
- When falling back to web search, restrict to official OpenAI domains (developers.openai.com, platform.openai.com) and cite sources.
© aafqaq, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 4 other files (assets) in .agents/skills/openai-docs of aafqaq/codex-lb-enhanced.
- SKILL.md
- LICENSE.txt
- agents/openai.yaml
- assets/openai-small.svg
- assets/openai.png
Open the folder on GitHubat commit c0e9e18
Used in 3 other repositories
We found 10 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in aafqaq/codex-lb-enhanced, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Openai Docs 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Openai Docs this skillaafqaq/codex-lb-enhanced | 102 | 3 repos | ~861 | Automated safety check: Pass | Apache-2.0 | |
| Openai Docslingxling/awesome-skills-cn | 299 | 1 repos | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| Openai DocsHaohao-end/openagent | 807 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Openai Docsdelorenj/mcp-server-trello | 445 | — | ~5.7k | Automated safety check: Pass | Apache-2.0 | |
| Openai Knowledgeopenai/openai-agents-python | 30k | 1 repos | ~408 | Automated safety check: Pass | MIT | |
| Atomic Chat MCP Tool for NanoClawnanocoai/nanoclaw | 31k | — | ~2.6k | Automated safety check: Notes | MIT |
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Related
Works with
Questions about Openai Docs
What does Openai Docs do?
A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions…. Openai Docs is an agent skill from aafqaq/codex-lb-enhanced. Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
When should I use Openai Docs?
Openai Docs fits situations like: the user asks how to build with OpenAI products; APIs and needs up-to-date official documentation with citations (for example: Codex; chat Completions; model capabilities.
How do I install Openai Docs in Claude Code?
Run `npx skills add aafqaq/codex-lb-enhanced --skill openai-docs -a claude-code`. Or copy the skill folder (.agents/skills/openai-docs in aafqaq/codex-lb-enhanced) into .claude/skills/openai-docs in your project. Claude Code loads it when a task matches its description.
How do I install Openai Docs in Codex?
Run `npx skills add aafqaq/codex-lb-enhanced --skill openai-docs -a codex`. Or copy the skill folder (.agents/skills/openai-docs in aafqaq/codex-lb-enhanced) into .agents/skills/openai-docs in your project. Codex loads it when a task matches its description.
Can I use Openai Docs 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 aafqaq/codex-lb-enhanced --skill openai-docs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openai-docs, .gemini/skills/openai-docs, .github/skills/openai-docs and .opencode/skills/openai-docs in your project.
What does Openai Docs need to run?
Going by SKILL.md and its folder, Openai Docs needs the command-line tools its instructions call (codex).
Does Openai Docs access the network?
SKILL.md names 1 domain. In commands or code: developers.openai.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Openai Docs 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 Openai Docs use?
Openai Docs is published under the Apache-2.0 licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Openai Docs use?
About 861 tokens (SKILL.md is roughly 3.4k 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 Openai Docs?
Skills that share tags, products or a category with Openai Docs: Openai Docs (lingxling/awesome-skills-cn, 299 stars), Openai Docs (Haohao-end/openagent, 807 stars), Openai Docs (delorenj/mcp-server-trello, 445 stars) and Openai Knowledge (openai/openai-agents-python, 30k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Openai Docs?
aafqaq (a GitHub user) maintains it in aafqaq/codex-lb-enhanced, which has 102 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 5, 2026.
Source: aafqaq/codex-lb-enhanced on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.