ad2v1.0.0

Marketing manager reviews campaign performance using /baocao command. The skill automatically triggers a full report via ads_manager_brief(mode:"report"), providing key metrics like CTR, CPA, ROAS without any manual queries.

When user mentions 'đối thủ [name]', skill starts a fallback chain: first Serper search for Facebook page URL, then Meta Ad Library + Apify to gather ads. Results are saved via ads_manager_save_competitor for future reference.

Boss sends /canhbao to get budget alerts. The skill immediately calls ads_manager_brief(mode:"alerts") and analyzes spend thresholds, triggering proposals like scale or reduce budget based on predefined rules.

Manager sends /pheduyet <id> or /tuchoi <id>. The skill instantly executes ads_manager_execute_action with the appropriate status, enabling quick decision-making on ad proposals.

When user asks 'sao ế / doanh số kém', skill sequentially calls ads_manager_brief(mode:"alerts") then (mode:"report") to diagnose low sales. It identifies campaigns in 'risk' state (e.g., low ROAS, high CPA) and proposes actions like 'giamngansach' or 'lammoiads'.

A company manages multiple client ad accounts. The skill centralizes reporting, competitor tracking, and proposal approvals, enabling rapid response to client needs without manual data gathering.

Consultants use the skill to audit client campaigns, generate competitor insights, and provide data-backed scaling recommendations. Automated fallback chains ensure no data gaps in analysis.

Direct-to-consumer brands leverage daily /baocao and /ngansach reviews to optimize ad spend. The skill enforces zero-questions policy, reducing time-to-action for budget changes.