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Update to Abency
Snapshot Oct 24, 2026 · 13:01 UTC · version 1.2.0
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{
"description": "Use when the user asks for a report or analysis of paid advertising performance (Google Ads and/or Meta Ads, i.e. Facebook and Instagram ads) for a brand: spend, conversions, ROAS, campaigns or search terms.",
"included_files": [],
"name": "ads-performance-report",
"skill_md_contents": "---\nname: ads-performance-report\ndescription: Use when the user asks for a report or analysis of paid advertising performance (Google Ads and/or Meta Ads, i.e. Facebook and Instagram ads) for a brand: spend, conversions, ROAS, campaigns or search terms.\n---\n\nAnalyze a brand's advertising performance and suggest improvements. Read-only flow: nothing is changed in the ad accounts. Reply in the user's language.\n\n1. Call `list_brands`, confirm the brand and the period (`start_date` and `end_date` as `YYYY-MM-DD`; by default the last 30 full days).\n2. **Google Ads** (if connected):\n - `ads_compare` for the period totals and the change against the previous period.\n - `ads_campaigns` for the per-campaign breakdown, sorted by cost.\n - `ads_search_terms` with `order_by = \"cost\"` to find searches that spend without converting (covers Search and Shopping campaigns only).\n - For more detail: `ads_ad_groups` and `ads_ads` (live query), or `ads_timeseries` to locate a spike.\n3. **Meta Ads** (if connected):\n - `meta_ads_compare` for the totals and the change.\n - `meta_ads_campaigns` for the per-campaign breakdown.\n - `meta_ads_structure` with a `campaign_id` to see ad sets, ads and creatives.\n - Messaging campaigns report their result in `messaging_conversations`, which is not included in `conversions`.\n4. Write the report:\n - Summary per platform: spend, clicks, CTR, CPC, conversions, ROAS and change.\n - Best and worst performing campaigns, with the reason.\n - Wasted spend: terms or campaigns with cost and no conversions.\n - Concrete recommendations (budget, negative keywords, creatives, targeting), noting that changes are made in the ad account itself.\n\nRules:\n- Make MCP calls one at a time.\n- Never add Google Ads and Meta Ads into a single figure: present them separately, each in its own currency.\n- Do not invent metrics; if a platform is not connected, say so.\n"
}SHA-256 of public snapshot: 9cdb2e373eeb3823bccea40e9e962e434ee3fa010787aec1ce0629e46ab9ee0b