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account-health-diagnosticslisted

Diagnose Google Ads account health problems, with two modes: Spike Diagnosis (root-cause a known CPA increase against six well-understood causes) and Drift Scan (statistical anomaly detection that catches gradual decay daily monitoring misses). Use this skill whenever a user reports that CPA jumped, conversions got more expensive, performance is "broken" or "tanked", costs are up but conversions are flat, or asks "what happened to my account", "why is my CPA so bad", "is anything weird in my account", "what changed", "what looks weird", or wants an account health check, anomaly detection, metric drift analysis, outlier scan, or recurring alert-style review. Trigger on "CPA spike", "cost per conversion went up", "conversions dropped", "account health scan", "metric drift", or any request to investigate a sudden or gradual Google Ads performance change. Works with exported campaign data (CSV/Excel) or live MCP data.
kochellenk-afk/google-ads-diagnostic-toolkit · ★ 0 · Data & Documents · score 70
Install: claude install-skill kochellenk-afk/google-ads-diagnostic-toolkit
# Account Health Diagnostics Two modes for one job: figuring out what's wrong with a Google Ads account. ## Mode selection | Mode | Question | Data needed | Use when | |---|---|---|---| | **Spike Diagnosis** | Why did my CPA jump? | Two comparison periods of campaign data | The user knows something broke and roughly when | | **Drift Scan** | Is anything quietly going wrong? | 60+ days of DAILY campaign data | No known problem; health check, monitoring, "what looks weird" | Selection heuristics: - User names a specific symptom with a timeframe ("CPA went from $40 to $65 this month") → **Spike Diagnosis** - User wants a general scan, alert-style review, or asks "what changed" with no specific symptom → **Drift Scan** - Drift Scan finds a serious anomaly → offer to run **Spike Diagnosis** on it as the follow-up. This chain is the ideal workflow: Scan finds it, Diagnosis explains it. State which mode you're running at the top of the response. ## Shared cause library (both modes reference this) CPA problems have six well-understood causes. Spike Diagnosis checks all six formally; Drift Scan uses them as hypotheses when cross-referencing anomalies. 1. **Bid strategy changes**: automated bidding shifted targets or learning reset. Signature: CPC rose sharply with stable conversion rate. Learning period spikes are normal for 7-14 days after a strategy switch. 2. **Search term drift**: new irrelevant queries entered the auction. Signature: new high-spend zero-c