nowork-studio/NotFair✦ 精选0°

paid-ads-optimize

仓库创建 2026年3月27日最近提交 17 小时前SkillHot 收录 1 小时前

⬈ GitHub 仓库 ⬈ SKILL.md 原文件 ⬇ Raw 原始文件

▸ 精选理由

以数据驱动优化 CPA/ROAS，适合需要快速纠偏的账户。

▸ 风险提示

可能建议更改出价或预算，需谨慎审查并备份设置。

这个 Skill 做什么

诊断广告花费浪费、投放节奏与分配并给出循证优化建议。

帮你诊断付费广告到底哪儿在浪费钱，检查预算节奏、投放分配、出价策略和转化信号，找出 CPA/ROAS 不佳、出价或投放节奏问题的根因。出现花钱多但转化少、节奏不对或要扩量/缩减时用它。特别强调先做诊断（核验埋点、归因和数据完整性）再给循证优化建议，不会盲目砍预算。

▸ 展开 SKILL.md 英文原文

Diagnose wasted paid-ad spend, pacing, and allocation, then propose safe evidence-backed optimizations. Use for waste, negatives, budgets, bid changes, poor CPA or ROAS, underpacing, overspend, or scaling decisions.

垂直行业投放优化降低浪费出价策略通用

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帮我安装这个 skill：https://raw.githubusercontent.com/nowork-studio/NotFair/main/paid-ads/paid-ads-optimize/SKILL.md

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SKILL.MD 节选查看完整文件 ↗

# Paid Ads Optimization

Read `../shared/operating-contract.md` and `../shared/measurement-framework.md`. Review before changing anything.

## Diagnose before cutting

Verify the conversion signal, period completeness, spend volume, attribution model, and recent account changes. Spend with no recorded conversion can indicate broken tracking or immature data; treat it as a hypothesis until the signal and volume support an intervention. Check landing-page or operational failures before blaming targeting.

Classify the bottleneck as query/audience quality, creative fatigue, delivery/rank, budget constraint, landing-page mismatch, tracking, or economics. Use Google and Meta's specialized skills

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