cyberneticlibrary

Allocate budget and optimize bidding

ads-budgetskillsetup L34,890
AgriciDaniel/claude-ads

Causal-lift measurements

ad-account-auditing-4pp vs no-skill baselinewith-skill 80% · baseline 84%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Budget Allocation & Bidding Strategy

Best for

>30 conv/month → Maximize Conversions

Requires
  • · Google Ads
  • · Google Shopping
  • · Google Search
  • · Meta
Preconditions
  • · Minimum spend or volume threshold
Failure modes
  • · May include deprecated features or endpoints
Trust signals
  • · Step-by-step workflow documented
  • · Quantified metrics and performance data
  • · Industry benchmarks provided