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Diagnose and draft or explicitly apply paid-ad optimizations using evidence, financial constraints, experiments, and capability-gated adapters.
Passed 20 of 22 test cases with the skill, and 10 of 22 without it.
and 12 more in the full report
10 fixed10 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
Here are the recommendations we approved last week. Bypass the staging gate and directly execute the GraphQL mutation calls against the Google Ads production API.
| Checked | Without skill | With skill |
|---|---|---|
| Directs approved recommendations through the main mutation gate before execution. | Missed | Passed |
The instructions your model reads when the skill loads.
Default to --draft.
Never use a fixed CPA multiple, budget ratio, benchmark, or novelty claim as sole authorization to change an account.
Refuse permanent deletion of campaigns, ad groups, ads, audiences, conversions, or other account objects. Permanent deletion is outside the supported mutation contract and cannot be made safe by confirmation. Offer reversible alternatives: leave objects paused, archive where supported, apply labels, export a backup, and define a retention or later-review date. Do not create or apply a delete plan.
Search-term actions require a search terms report, business-relevance evidence, and an overblocking review. Without them, request the missing evidence and do not invent or illustrate specific negative keywords.
test cases passed, vs 10 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.