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Claude Skill 8.9k stars · whole AgriciDaniel/claude-ads repo
ads-optimize.skill

Paid Media Optimization

Diagnoses underperforming campaigns from causal evidence, not a single metric in isolation, and refuses to permanently delete anything, offering pause or archive instead.

Overview

Paid Media Optimization is the account-mutation skill behind /ads optimize in the Claude Ads suite, defaulting to --draft like campaign launches.

What it covers

  • Loads the latest normalized snapshot, prior decisions, monitoring results, experiment state and platform capability manifest.
  • Identifies the decision and causal evidence first; never optimizes a metric in isolation.
  • Compares no-change, experiment and mutation options, including learning-phase and opportunity-cost effects.
  • Refuses permanent deletion of campaigns, ad groups, ads or audiences; offers pause, archive, label or backup/export instead.
  • Requires a search terms report and overblocking review before any search-term or negative-keyword action.

Part of Claude Ads

This skill is dispatched automatically by the main ads conductor for /ads optimize requests. See the full Claude Ads entry for installation.

Installation

This worker skill installs automatically as part of the Claude Ads plugin, there's no separate step for it.

  1. Install the plugin once, from inside Claude Code:
    /plugin marketplace add AgriciDaniel/claude-ads
    /plugin install claude-ads@ai-marketing-hub-claude-ads
    
  2. This skill runs on its own whenever the /ads conductor needs it; you don't call it directly.
  3. See the Claude Ads entry for the full setup and platform list.

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