paid-measurement-loop
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-c…
Install / Use
npx skills add aaron-he-zhu/aaron-marketing-skills --skill paid-measurement-loopInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
MarketingSupported Platforms
Our assessment of paid-measurement-loop
paid-measurement-loop scores 86/100 on our quality scale, 232nd of 351 Marketing skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 2,835 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 4 days ago, so paid-measurement-loop is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
paid-measurement-loop compared with similar skills
All 4 of these similar skills score higher than paid-measurement-loop; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| paid-measurement-loop (this skill)by aaron-he-zhu | 86 | 2.8k | 4d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 6d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 6d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 7d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 7d ago | SKILL.md |
Frequently asked questions
- How do I install paid-measurement-loop?
- Run
npx skills add aaron-he-zhu/aaron-marketing-skills --skill paid-measurement-loop. The install tabs above show the steps for each supported agent. - Which AI agents does paid-measurement-loop work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is paid-measurement-loop safe to use?
- It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is paid-measurement-loop still maintained?
- The repository was last updated 4 days ago, so paid-measurement-loop is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.