Use when the user asks to "read back" a paid campaign change, "did this ad change work", or "compare ROAS/CPA before an…
Part of Aaron Marketing Skills
by aaron-he-zhu· Marketing & SEOUnclaimed · Yours? Claim it
About
Use when the user asks to "read back" a paid campaign change, "did this ad change work", or "compare ROAS/CPA before and after"; reads ROAS/CPA against a control over a fixed readback window and returns a Promote / Keep-testing / Rollback / Unproven readback decision with the math delegated to roi-calculator. Not for RQS scoring or veto adjudication — use ad-account-auditor; not for the ROI ratio math — use roi-calculator; not for cross-channel rollups — use performance-analyzer. 付费广告复盘/ROAS回看/投放效果归因
Skills people install alongside paid-measurement-loop.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop ~/.copilot/skills/paid-measurement-loop
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop ~/.cursor/skills/paid-measurement-loop
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop ~/.claude/skills/paid-measurement-loop
/plugin marketplace add aaron-he-zhu/aaron-marketing-skills /plugin install aaron-marketing@aaron
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop ~/.agents/skills/paid-measurement-loop
Runs on your machine.
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop ~/.gemini/skills/paid-measurement-loop
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop .agents/skills/paid-measurement-loop
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop ~/.openclaw/skills/paid-measurement-loop
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop ~/.config/opencode/skills/paid-measurement-loop
Runs on your machine.
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/scale/paid-measurement-loop ~/.hermes/skills/paid-measurement-loop
Scanned and passed · checked 6 h ago
From people who use it
Step by step
Nothing new reaches your agent until a person has looked at it.
Scanned on every change, and again when our rules improve.
No reviews yet. Used paid-measurement-loop? Say how it went.
Write a reviewSkills people install alongside paid-measurement-loop.
Corey Haines's library of marketing skills: CRO, copywriting, SEO and AI search, ads, email, pricing, launches and more, for your agent.
A community skill that turns articles, screenshots, photos or videos into Xiaohongshu carousels, Live Photo cards and WeChat cover pairs.
Teaches your agent the marketing work: positioning, plans, copy, content, social posts, newsletters, video, PR and product launches.
Nobody has shared how they use paid-measurement-loop yet.
Security scan
Passed
Safe to install in every agent it supports. Runs in your agent, as instructions.