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Danh gia hieu suat marketing — audit performance ads va organic, chan doan root cause, de xuat toi uu voi action plan 48h va checklist hang tuan.
Passed 19 of 22 test cases with the skill, and 10 of 22 without it.
and 11 more in the full report
9 fixed10 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
Chi phí mỗi tin nhắn (CPMess) trên fanpage bán giày tăng từ 30k lên 65k trong 10 ngày qua. Hãy thực hiện phân tích nguyên nhân gốc rễ bằng phương pháp 5 Whys (5 lần tại sao) đến tận nguyên nhân hệ thống và đưa ra giải pháp.
| Checked | Without skill | With skill |
|---|---|---|
| Structures a 5-level Whys sequence tracing CPMess increases to operational process failures. | Passed | Passed |
| Pinpoints the lack of a creative rotation SOP as the root cause. | Missed | Passed |
The instructions your model reads when the skill loads.
Hoi user toi da 4 cau truoc khi bat dau:
Neu user da setup MCP server, pull data tu dong thay vi yeu cau paste. Xem huong dan:
skills/vi/references/mcp-ads-integration.mdMeta Official MCP:https://mcp.facebook.com/ads— setup 5 phut quaclaude.ai/settings/integrations
| Nen tang | MCP khuyen dung | Data pull |
|---|---|---|
| Meta Ads | Meta Official MCP (mcp.facebook.com/ads) | 29 tools — xem chi tiet ben duoi |
| Meta Ads (alt) | Pipeboard (mcp.pipeboard.co/meta-ads-mcp) | 29 tools — targeting research manh hon |
| Google Ads | Google Official MCP | GAQL query — cost, clicks, conversions, impression share |
| TikTok Ads | TikTok Ads MCP | Campaign/ad group performance reports |
| Nhieu nen tang | Adspirer ads-mcp | 222 metrics, cross-platform unified |
Meta Official MCP — Tools dung cho Danh gia hieu suat:
DIAGNOSTIC (chan doan):
ads_insights_anomaly_signal ← Tim KPI bat thuong vs baseline → feed vao 5 Whys
ads_insights_performance_trend ← Xu huong 7/14/30 ngay → phat hien suy giam
BENCHMARK (so sanh):
ads_insights_industry_benchmark ← CPM, CTR, CPC cua ban vs trung binh nganh
ads_insights_auction_ranking_benchmarks ← Quality ranking, engagement rate ranking vs doi thu
ads_insights_advertiser_context ← Boi canh nganh va khu vuc
OPTIMIZATION:
test cases passed, vs 10 / 22 without
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