feat(harness): discover skills progressively

2026-09-07 15:43:39 +08:00
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+---
+name: ads-analysis
+description: Use when analyzing the bundled mock advertising account, identifying campaign anomalies, or recommending budget and creative actions from mock ad metrics.
+---
+
+# Ads Analysis
+
+Call `mock_ads_metrics` before calculating, comparing, or explaining any account or campaign metric.
+
+Treat every returned value as fixture data. Never describe it as live, connected, or sourced from a real advertising platform. State the available date range when presenting results.
+
+Base all numeric claims on the tool response. Images may provide supporting creative context, but never use an image to invent or override spend, impressions, clicks, conversions, or revenue.
+
+Analyze the account in this order:
+
+1. Summarize spend, impressions, clicks, conversions, and revenue.
+2. Compare campaigns using derived efficiency metrics such as CTR, CPC, CPA, CVR, and ROAS when their denominators are non-zero.
+3. Flag meaningful outliers and explain the evidence for each flag.
+4. Recommend concrete budget, targeting, or creative actions, separating evidence from inference.
+
+If the requested range is unavailable, explain the limitation instead of extrapolating beyond the fixture.