meta-ads-analyzerlisted

# Meta Ads Analysis & Diagnosis Skill ## When to Use This Skill Use this skill when you need to **analyze and diagnose Meta Ads campaign performance**, including: - Interpreting campaign, ad set, or ad-level performance data - Identifying root causes of performance issues - Generating actionable optimization recommendations - Understanding why Meta's system makes certain budget allocation decisions - Analyzing CSV exports, screenshots, or raw data from Meta Ads Manager ## Result Recommendations (MANDATORY for Final Reports) > **IMPORTANT:** The following rules are **MANDATORY** and **MUST be strictly followed** when writing the final analysis report. These are not optional guidelines — they define the required standards for all deliverables. - **NEVER recommend pausing or reducing budget for any segment based solely on higher average CPA/CPM in breakdown reports.** Higher average cost does NOT mean poor performance — it often reflects the system capturing low *marginal* cost opportunities earlier. Removing segments may increase overall costs. Always frame changes as testable hypotheses, not directives. - **ALWAYS justify recommendations with data evidence, Meta's system mechanics, and expected impact on *overall campaign performance*.** - **EVERY insight must include data evidence and explanation.** Every recommendation must be actionable and verifiable. - **ALIGN WITH OFFICIAL RECOMMENDATIONS.** Check `get_recommendations` API first. If diverging, explicitly acknowledge