hyperfx-ai/marketing-skills

openai-ads

Plan and manage OpenAI Ads (ChatGPT ads) campaigns end-to-end via the Hyper MCP — API-key auth, account discovery, geo targeting, image upload, chatcard and product-feed creatives, custom audiences, conversion tracking, status flow, and insights, with integ…

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使用方法

  1. 复制安装命令,在自己的智能体环境安装前先检查源码包。
  2. 从原始文档核对所需工具、凭据和支持的宿主。
  3. 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/hyperfx-ai/marketing-skills --skill openai-ads

开始前需了解

  • 安装不包含模型订阅、API 额度或访问文件的权限。
  • 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
仓库原始内容

按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。

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

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.
IMPORTANT: Creative types are chat_card and product_ad_template. Product-ad templates get image and destination URL from the selected product feed item, so they do not require file_id or target_url.
IMPORTANT: Campaign bidding_type can be impressions or clicks. Ad group billing_event_type can be impression or click.

Tool surface

JobTools
Accountopenai_ads_ad_accounts_get, openai_ads_update_ad_account, openai_ads_activate_ad_account, openai_ads_pause_ad_account, openai_ads_health_check
Campaignsopenai_ads_campaigns_create, openai_ads_campaigns_get, openai_ads_campaigns_list, openai_ads_campaigns_update, openai_ads_campaigns_pause, openai_ads_campaigns_activate, openai_ads_campaigns_archive
Ad groupsopenai_ads_ad_groups_create, openai_ads_ad_groups_get, openai_ads_ad_groups_list, openai_ads_ad_groups_update, openai_ads_ad_groups_pause, openai_ads_ad_groups_activate, openai_ads_ad_groups_archive
Adsopenai_ads_create, openai_ads_get, openai_ads_list, openai_ads_update, openai_ads_pause, openai_ads_activate, openai_ads_archive
Images & targetingopenai_ads_images_upload, openai_ads_search_geo_locations
Audiencesopenai_ads_create_custom_audience, openai_ads_create_custom_audience_upload, openai_ads_get_custom_audience, openai_ads_list_custom_audiences, openai_ads_archive_custom_audience
Conversionsopenai_ads_create_conversion_pixel, openai_ads_create_conversion_api_key, openai_ads_create_conversion_event_setting, openai_ads_list_conversion_event_settings, openai_ads_get_conversion_insights
Insightsopenai_ads_account_insights_get, openai_ads_campaign_insights_get, openai_ads_ad_group_insights_get, openai_ads_insights_get
Cache snapshotopenai_ads_cache, openai_ads_caches_get, openai_ads_caches_refresh

Phase 1: Account Discovery

Run these after connect:

text
openai_ads_ad_accounts_get()
openai_ads_campaigns_list(limit=100)
openai_ads_list_custom_audiences(limit=100)
openai_ads_list_conversion_event_settings(limit=100)

The connect-time context builder may have already populated a cached snapshot. Prefer:

text
openai_ads_caches_get()

If success=False because the cache is empty, refresh once:

text
openai_ads_caches_refresh()

Phase 2: Plan and Confirm

Before creating anything, confirm with the user:

  • Objective in plain language.
  • Daily and/or lifetime budget in account currency.
  • Target geos: simple country codes like ["US", "GB"], or location IDs from openai_ads_search_geo_locations.
  • Any custom audiences to include or exclude.
  • Whether this is a normal chat_card campaign or a product-feed campaign.
  • Headline (title, <= 50 chars), body (<= 100 chars), and click-through URL for chat_card.
  • One image asset for chat_card, either a public URL or a base64 blob.
  • Max bid in micros (max_bid_micros; for example 2_000_000).
  • Optional context_hints, short natural-language phrases that describe when the ad should show.
  • Optional conversion event setting IDs to attach to the campaign.

If anything is missing, ask. Do not invent budgets, geos, or copy.

All reference files live in `references/`. Read them at references/<file> (e.g. references/campaign-creation.md).

Routing table

The user wants to…Read these files first
Launch a chat card or product-feed campaignPhases 1–2 above → references/campaign-creation.md
Target regions / DMAs / custom georeferences/campaign-creation.md — Geo Targeting
Create or manage custom audiencesreferences/audiences-and-conversions.md
Set up conversion tracking (pixel, API key, event settings)references/audiences-and-conversions.md
Activate after reviewreferences/campaign-creation.md — Activation
Pull insights / manage status / refresh the cache snapshotreferences/insights-and-operations.md

Safety Rules

Never:

  • Pass dollar amounts directly. All money inputs are micros.
  • Activate a campaign, ad group, ad, or account without explicit user approval.
  • Skip image upload for a chat_card; it needs a real file_id.
  • Use geo exclusions; use included geos and audience exclusions instead.
  • Assume an ad is delivering just because status="active". Always check review_status.
  • Treat archive as reversible.
  • Promise paid traffic on a new ad. New ads sit in review_status="in_review" until OpenAI approves them.

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