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Query, audit, and optimize Google Ads campaigns. Supports two modes: (1) API mode for bulk operations with google-ads Python SDK, (2) Browser automation mode for users without API access - just attach a browser tab to ads.google.com.
Passed 19 of 22 test cases with the skill, and 14 of 22 without it.
and 2 more in the full report
5 fixed15 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
Provide a quick one-line Python command to verify if the Google Ads Python client library is properly installed in the current environment.
| Checked | Without skill | With skill |
|---|---|---|
| Imports GoogleAdsClient from google.ads.googleads.client module | Missed | Passed |
The instructions your model reads when the skill loads.
Manage Google Ads accounts via API or browser automation.
Check which mode to use:
google-ads.yaml configured or GOOGLE_ADS_* env vars# Check for API config
ls ~/.google-ads.yaml 2>/dev/null || ls google-ads.yaml 2>/dev/null
If no config found, ask: "Do you have Google Ads API credentials, or should I use browser automation?"
Requirements: User logged into ads.google.com in browser
browser tool with profile="chrome"1. Navigate to: ads.google.com/aw/campaigns
2. Set date range (top right date picker)
3. Snapshot the campaigns table
4. Parse: Campaign, Status, Budget, Cost, Conversions, Cost/Conv
test cases passed, vs 14 / 22 without
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