windsor-optimize
Find and fix wasted ad spend across Google Ads, Meta Ads, TikTok Ads, LinkedIn Ads, Microsoft Ads and Amazon Ads through Windsor.ai - spend with no conversions, campaigns and ad sets far above the account's cost per conversion, non-converting search terms, and budgets on paused-worthy items. Use when the user asks where money is wasted, how to cut spend, or to optimize campaigns. Proposes changes and applies them only after explicit approval.
Install
With your agent
Install OMGSkills skill "windsor-ai/claude-windsor-ai-plugin:skills/windsor-optimize" into this agent's normal skills directory: use the OMGSkills MCP get_skill tool, install only the pinned_install commit and path, verify SKILL.md against pinned_install.skill_md_sha, and stop if MCP or the pin is unavailable. Do not overwrite or change existing skills without asking me.
Manual command
git clone https://github.com/windsor-ai/claude-windsor-ai-plugin /tmp/claude-windsor-ai-plugin && ln -s /tmp/claude-windsor-ai-plugin/skills/windsor-optimize ~/.claude/skills/windsor-optimizeFrom README
Optimize ad spend Find spend that is not paying off, show the evidence, and apply the fixes the user approves. Scope Call getconnectors and list the connected ad accounts. Ask which accounts to include if there are several; default to all. If there are more than five accounts or several clients, delegate the read to the portfolio-analyst agent instead of reading them all here. Use the last 30 days unless the user gives a range. State the currency per account and never sum across currencies. Find waste, per platform For each ad connector, read field ids from getfields first, then call getdata with campaign (and ad set or ad group) name and id, spend, clicks, impressions and conversions. Zero-conversion spend: items with spend above zero and no conversions, sorted by spend. Expensive conversions: items whose cost per conversion (spend / conversions) is more than twice the account average; show both numbers.
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