AgriciDaniel/claude-ads✦ 精选0°

ads-optimize

仓库创建 2026年2月11日最近提交 13 天前SkillHot 收录 4 小时前

⬈ GitHub 仓库 ⬈ SKILL.md 原文件 ⬇ Raw 原始文件

▸ 精选理由

将经济学与实验方法结合，支持优化决策。

▸ 风险提示

可能具备直接修改广告账户设置的权限，需谨慎授权。

这个 Skill 做什么

基于证据与经济约束诊断并拟定广告投放优化与实验方案。

基于数据和预算约束诊断并给出付费广告的优化与实验方案，能建议预算重分配、调整出价、暂停/归档广告、加负关键词或改创意并设计实验来验证效果。在想提高 CPA/ROAS、优化投放或做搜索词清理时用。特别强调经济视角和证据链，会比较保守方案、实验方案和激进变动的收益与风险。

▸ 展开 SKILL.md 英文原文

Diagnose and draft or explicitly apply paid-ad optimizations using evidence, financial constraints, experiments, and capability-gated adapters. Use for campaign optimization, budget reallocation, bid changes, pausing or archiving ads, requests to delete campaigns, search-term or negative-keyword actions, creative rotation, or improving CPA and ROAS.

垂直行业广告优化实验设计出价与预算通用

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# Paid Media Optimization

Default to `--draft`.

1. Load the latest normalized snapshot, prior decisions, monitoring results,
   experiment state, conversion lag, economics, and platform capability manifest.
2. Identify the decision and causal evidence; do not optimize a metric in isolation.
3. Compare no-change, experiment, and mutation options, including learning, policy,
   tracking, inventory, and opportunity-cost effects.
4. Produce ranked recommendations with confidence and success measures.
5. Convert approved recommendations into mutation plans only through the main
   mutation gate.
6. Apply, verify, audit, and retain rollback only when the exact operation is
   enabled and remote

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