openai-docs

openai-docs is a skill for Codex from seaworld008/Commonly-used-high-value-skills. It costs 34 tokens per session (1,199 once invoked), scanned A, original, MIT.

A guide for finding and using current official documentation for OpenAI products and APIs, including tools for building AI applications.

In plain words
What is it for?
Use it to answer implementation questions about OpenAI APIs, SDKs, models, Codex, Realtime, Agents, and related migrations.
Why use it?
It reduces the risk of relying on outdated or unofficial instructions when an API or product changes.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions AGENTS.md; mentions Codex.

Good fit Use it to answer implementation questions about OpenAI APIs, SDKs, models, Codex, Realtime, Agents, and related migrations.

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Install with agentmods
npx agentmods add skills/seaworld008/commonly-used-high-value-skills/openai-docs
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add seaworld008/Commonly-used-high-value-skills --skill openai-docs
Clone the repo
git clone --depth 1 https://github.com/seaworld008/Commonly-used-high-value-skills

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for openai-docs

README.md
[![agentmods](https://agentmods.dev/badge/skills/seaworld008/commonly-used-high-value-skills/openai-docs/github.svg)](https://agentmods.dev/skills/seaworld008/commonly-used-high-value-skills/openai-docs)
Your own site
<a href="https://agentmods.dev/skills/seaworld008/commonly-used-high-value-skills/openai-docs"><img src="https://agentmods.dev/badge/skills/seaworld008/commonly-used-high-value-skills/openai-docs/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for openai-docs

Your own site · 80×15
<a href="https://agentmods.dev/skills/seaworld008/commonly-used-high-value-skills/openai-docs"><img src="https://agentmods.dev/badge/skills/seaworld008/commonly-used-high-value-skills/openai-docs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,199 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00034 $0.01199
Opus 5 $0.00017 $0.00600
Sonnet 5 $0.00007 $0.00240
Haiku 4.5 $0.00003 $0.00120

Measured 3d ago against content hash ce90cced2efb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

openai-docs scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

openclaw-skills/openai-docs/SKILL.md · 128 lines

How it starts

The opening of the file, as written. The whole thing — 128 lines — stays where its author put it; the contents beside it link to each section on GitHub.

OpenAI Docs

Provide authoritative, current guidance from OpenAI developer docs. Prefer the official documentation connector exposed by the current client. If no such connector is available or it returns no meaningful results, fall back to web search restricted to official OpenAI domains.

When to Use

Use this skill when the user asks about:

  • OpenAI APIs or SDKs
  • model capabilities, limits, or migration guidance
  • Codex, Responses API, Chat Completions, Realtime, Agents SDK, or Apps SDK
  • official OpenAI setup instructions where current docs matter

Do not use this skill when:

  • the task is general coding help with no OpenAI product dependency
  • the user only wants speculative comparison without needing official guidance

Usage

Preferred flow:

search official docs
-> fetch exact page or section
-> answer with citation
-> only fall back to official-domain web search if MCP docs fail

Quick start

  • Use the connector's documentation search operation to find relevant pages.
  • Use its page-fetch operation to retrieve exact sections for accurate paraphrases and citations.
  • Use its browse/list operation only when no precise query is available.

Named Model and Instruction Audits

Preserve an explicitly named model, including GPT-6 Astra; do not substitute a different model or infer availability from the repository's examples. Search the exact model and topic, then fetch the relevant official page before changing model-specific guidance. Use developers.openai.com, platform.openai.com, and learn.chatgpt.com for current OpenAI documentation.

For a prompt, AGENTS.md, or skill audit, identify the actual behavior problem: unnecessary approval pauses, overbroad skill triggers, contradictory authority, excessive context loading, or verification that repeats without new evidence. Simplify the instruction causing that problem while retaining task acceptance criteria, user-owned data protections, and host permission boundaries.

Use the GPT-6 Astra model guide for Astra-specific behavior, and Build skills for skill discovery and progressive disclosure. Recheck these sources when used. Treat concise prompts and risk-based verification as design choices to evaluate; static lint does not establish improved latency, cost, or task success.

Read the full file on GitHub · 128 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago Changed · +20 lines · -40 tokens per session ce90cced2efb
  2. 7d ago First seen · 108 lines · 74 tokens per session scan A 31d4ef364682

Subscribe to this mod's changes

openai-docs is a skill published in the GitHub repository seaworld008/Commonly-used-high-value-skills (70 stars, last pushed 4d ago), licensed MIT. It adds 34 tokens to every session and 1,199 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.