How do I install the Wasted Spend Finder skill?

Run npx skillmds@latest add irinabuht12-oss/wasted-spend-finder in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Wasted Spend Finder skill do?

2/ Wasted Spend Finder — Google + Meta It is listed under Coding & Dev Tools on SkillMD.

Is Wasted Spend Finder safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Wasted Spend Finder?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Wasted Spend Finder free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Wasted Spend Finder?

irinabuht12-oss (@irinabuht12-oss) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Wasted Spend Finder by irinabuht12-oss

Name: Wasted Spend Finder
Author: irinabuht12-oss

File contents

2/ Wasted Spend Finder — Google + Meta

What it does

Scans your Google and Meta accounts for money being spent on search terms, placements, audiences, and ads that produce zero or near-zero conversions. Delivers clean exclusion lists you can upload directly.

How it works

Claude analyzes your search term reports, placement reports, and audience segment data over a time window you choose (typically 30-90 days). It flags anything with meaningful spend but no conversions, and groups the results into actionable categories — negative keywords by theme, placement exclusions by type, and audience segments to remove.

Practical example

Across 12 campaigns over 60 days, Claude finds $6,800 spent on 340 search terms with zero conversions. It groups them into 8 negative keyword themes (competitor names, informational queries, wrong intent, geographic mismatches). It also flags 23 mobile app placements on Meta eating $1,200 with a 0.02% CTR and zero conversions. Total recoverable spend: $8,000/month.

What you get back

Negative keyword list grouped by theme, ready for upload
Placement exclusion list for Google Display and Meta
Audience segments worth removing or restructuring
Dollar amount attached to each category so you can prioritize
Recommended match types for negative keywords (exact vs phrase)

When to use it

Monthly account hygiene, should be a standard part of your workflow
When onboarding a new client account for the first time
After scaling campaigns when new queries and placements start leaking in
Before budget increase requests to show you've cleaned up waste first

Data access (Ryze MCP)

This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly:

claude.ai / Claude Desktop: Settings → Connectors → Add custom connector → https://connector.get-ryze.ai/mcp
Claude Code: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
Cursor: Settings → MCP → add the same URL

Setup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp

---name: wasted-spend-finderdescription: 2/ Wasted Spend Finder — Google + Meta---# 2/ Wasted Spend Finder — Google + Meta## What it doesScans your Google and Meta accounts for money being spent on search terms, placements, audiences, and ads that produce zero or near-zero conversions. Delivers clean exclusion lists you can upload directly.## How it worksClaude analyzes your search term reports, placement reports, and audience segment data over a time window you choose (typically 30-90 days). It flags anything with meaningful spend but no conversions, and groups the results into actionable categories — negative keywords by theme, placement exclusions by type, and audience segments to remove.## Practical exampleAcross 12 campaigns over 60 days, Claude finds $6,800 spent on 340 search terms with zero conversions. It groups them into 8 negative keyword themes (competitor names, informational queries, wrong intent, geographic mismatches). It also flags 23 mobile app placements on Meta eating $1,200 with a 0.02% CTR and zero conversions. Total recoverable spend: $8,000/month.## What you get back- Negative keyword list grouped by theme, ready for upload- Placement exclusion list for Google Display and Meta- Audience segments worth removing or restructuring- Dollar amount attached to each category so you can prioritize- Recommended match types for negative keywords (exact vs phrase)## When to use it- Monthly account hygiene, should be a standard part of your workflow- When onboarding a new client account for the first time- After scaling campaigns when new queries and placements start leaking in- Before budget increase requests to show you've cleaned up waste first## Data access (Ryze MCP)This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly:- claude.ai / Claude Desktop: Settings → Connectors → Add custom connector → `https://connector.get-ryze.ai/mcp`- Claude Code: `claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp`- Cursor: Settings → MCP → add the same URLSetup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp

Frequently asked questions

Wasted Spend Finder