Screened · automated checks passed
paid-measurement-loop
What the author says it does
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 decision with the math delegated to roi-calculator. Not for the ROI ratio math itself — 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
Quoted from the skill's own SKILL.md trigger description — this is what tells
Claude when to activate it. Not yet verified by us.
Automated screening
100/100 validator score
Scored by the same rules as our free SKILL.md validator: trigger description quality, body substance, structure. Automated — a human bench test is the next step in the pipeline.
Install (unverified — review first)
git clone https://github.com/aaron-he-zhu/aaron-marketing-skills # skill lives at: ad/scale/paid-measurement-loop/SKILL.md
SkillProof status
This skill is in our test queue. We install every skill in a clean environment, run a trigger battery and score output against a baseline before it earns a catalog page — the full protocol is public. Until then, treat it like any unreviewed dependency: read the SKILL.md and any scripts before installing.
Already tested in Testing & QA
- Screen Reader Testing Screen reader testing playbook for VoiceOver, NVDA, and JAWS with ARIA fixes.
- Skill Security Auditor OWASP-mapped code/secrets/config audit with working bundled scan scripts
- Web Quality Audit Lighthouse-style audit across Performance, Accessibility, SEO, and Best Practices with severity tiers.
- OSINT Methodology Structured 5-stage external recon methodology with confidence levels, severity rubric, and OpSec rules.