cyberneticlibrary

Optimize Meta ads for Andromeda AI

ads-metaskillsetup L24,890
AgriciDaniel/claude-ads

Causal-lift measurements

ad-account-auditing0pp vs no-skill baselinewith-skill 84% · baseline 84%

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

What it does

Audit Meta ads accounts for Andromeda AI optimization

Best for

Ecommerce and conversion-focused accounts managing creative diversity in Andromeda's 10,000x complexity model.

Inputs
  • · Ads Manager export
  • · Events Manager screenshot
  • · EMQ scores
Outputs
  • · Meta Ads Health Score (0-100)
  • · Findings report identifying Andromeda AI conflicts
Requires
  • · Meta Ads Manager API
  • · Meta Pixel
Preconditions
  • · Meta Ads account
  • · Pixel or CAPI installed
Failure modes
  • · Andromeda filtering (Similarity Score >60%) suppresses creative diversity benefits
  • · EMQ <6.0 signals data loss
  • · Learning phase health <30% ad sets in Learning Limited
Trust signals
  • · 50-check audit framework
  • · Andromeda AI engine details (Oct 2025)
  • · EMQ optimization guide with score-to-action thresholds
  • · Advantage+ feature assessment matrix
  • · Frequency capping benchmarks (prospecting <3.0, retargeting <8.0 per 7 days)