openai-ads

openai-ads is a skill for Claude Code from hyperfx-ai/marketing-skills. It costs 99 tokens per session (1,879 once invoked), scanned A, original, MIT.

An advertising campaign tool for OpenAI’s ChatGPT ad platform. It connects to one advertiser account and handles targeting, creatives, audiences, conversion tracking, campaign status, and performance insights.

In plain words
What is it for?
It is for discovering the connected ad account, setting geographic targeting, uploading images, creating chatcard or product-feed ads, managing audiences, tracking conversions, changing campaign status, and viewing insights.
Why use it?
It organizes the account and campaign steps required to run OpenAI Ads, while making the platform’s account and money-value requirements explicit.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: positional $N argument.

Part of the marketing-skills plugin — 30 skills, 1 MCP server shipped together

Good fit It is for discovering the connected ad account, setting geographic targeting, uploading images, creating chatcard or product-feed ads, managing audiences, tracking conversions, changing campaign status, and viewing insights.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/hyperfx-ai/marketing-skills/openai-ads
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 hyperfx-ai/marketing-skills --skill openai-ads
Clone the repo
git clone --depth 1 https://github.com/hyperfx-ai/marketing-skills

Made for: Claude Code.

Or install marketing-skills, the plugin that ships this one along with the rest of its 30 skills, 1 MCP server.

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-ads

README.md
[![agentmods](https://agentmods.dev/badge/skills/hyperfx-ai/marketing-skills/openai-ads/github.svg)](https://agentmods.dev/skills/hyperfx-ai/marketing-skills/openai-ads)
Your own site
<a href="https://agentmods.dev/skills/hyperfx-ai/marketing-skills/openai-ads"><img src="https://agentmods.dev/badge/skills/hyperfx-ai/marketing-skills/openai-ads/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-ads

Your own site · 80×15
<a href="https://agentmods.dev/skills/hyperfx-ai/marketing-skills/openai-ads"><img src="https://agentmods.dev/badge/skills/hyperfx-ai/marketing-skills/openai-ads.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 99 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,879 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 warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Data Exfiltration · line 13
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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 $0.00099 $0.01879
Opus 5 $0.00049 $0.00940
Sonnet 5 $0.00020 $0.00376
Haiku 4.5 $0.00010 $0.00188

Measured 11d ago against content hash 68318a524278, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

openai-ads 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 11d 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.

skills/openai-ads/SKILL.md · 136 lines

How it starts

The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.

OpenAI Ads Campaigns

Strategic guide for managing the OpenAI Advertiser API. All operations go through https://api.ads.openai.com/v1.

Requirements

If openai_ads_ad_accounts_get is not in the tool list, stop and tell the user to enable Hyper MCP and connect OpenAI Ads. After connecting, openai_ads_health_check() verifies the key — if connected=false, the API key is missing, invalid, or expired.

Out of scope — defer to other skills

  • Creative generation (ad imagery, copy) → ad-creative-generation / image-generation.
  • Cross-platform campaign launches → use this skill for OpenAI Ads, then invoke meta-ads / google-ads separately.

Critical Rules

CRITICAL: Auth is bearer API-key auth, not OAuth. One Ads API key is scoped to exactly one ad account. There is no list ad accounts endpoint; openai_ads_ad_accounts_get returns the connected account for that key.

CRITICAL: All money values on inputs are integer micros. $1.00 = 1_000_000 micros. $50/day = 50_000_000. The daily_spend_limit_micros minimum is 1_000_000 ($1). The ad group max_bid_micros is capped at 100_000_000 ($100). Insights responses use plain floats in account currency, not micros.

CRITICAL: Always create campaigns, ad groups, and ads with status="paused". Surface what was created to the user, then activate using the dedicated activate endpoint after approval.

CRITICAL: Ads have review_status. New ads enter in_review and will not serve until review_status="approved", even if status="active".

CRITICAL: chat_card creatives require target_url and file_id. Upload the image first via openai_ads_images_upload, then pass the returned file_id to openai_ads_create. PNG, 1024x1024, <= 1 MB.

Read the full file on GitHub · 136 lines

Files

What ships with it

3 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. 11d ago First seen · 136 lines · 99 tokens per session scan A 68318a524278

Subscribe to this mod's changes

openai-ads is a skill published in the GitHub repository hyperfx-ai/marketing-skills (86 stars, last pushed 16d ago), licensed MIT. It adds 99 tokens to every session and 1,879 once invoked, about $0.0005 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 2026-08-30.

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