paid-ads-review
GitHub生成基于证据的付费媒体性能审查报告，涵盖多平台数据对比、CPA/ROAS等核心指标分析及预算节奏评估，提供决策建议而非单纯数据罗列。
Trigger Scenarios
Install
npx skills add nowork-studio/notfair-plugin --skill paid-ads-review -g -y
SKILL.md
Frontmatter
{
"name": "paid-ads-review",
"description": "Produce a read-only, evidence-based paid-media performance review across connected platforms or supplied exports. Use for weekly or monthly reports, scorecards, performance, CPA, ROAS, CTR, spend trends, pacing, or conversion-tracking health.",
"argument-hint": "<date range, platform, or 'weekly review'>"
}
Paid Ads Review
Read ../shared/operating-contract.md and ../shared/measurement-framework.md. This is read-only.
Assemble comparable evidence
Check which sources are actually connected, request the missing export rather than reporting a failed call, and use the most recent complete equivalent window. For every source, keep currency, conversion definition, attribution window, and reporting lag visible. Verify tracking before treating CPA, ROAS, or revenue as a decision-grade metric.
For live platform accounts, hand data collection and diagnostics to /notfair:google-ads, /notfair:meta-ads, /notfair:paid-ads-x, or /notfair:paid-ads-linkedin. Keep TikTok, Amazon, and ChatGPT Ads review grounded in a verified connector or supplied platform export.
Report the decision, not a dashboard transcription
Lead with the strongest contributor, the largest risk, and one recommended next action. Include a platform scorecard with spend, qualified conversions, CPA, attributable revenue/ROAS where available, link CTR, and pace against the declared budget. Compare each row to the preceding equivalent period and name the likely driver only when data supports it.
Do not present an unqualified blended CPA or ROAS. If a cross-channel aggregate is useful, label the consistent conversion definition, attribution source, spend-weighted formula, and included channels. Separate confirmed facts from inference and mark absent tracking or data as a blocking limitation.
End with hold, investigate, or one proposed action; route mutations to /notfair:paid-ads-optimize or the relevant platform operator skill.
Version History
- 8d9d54b Current 2026-08-19 23:11
