ads-attribution
覆盖 AdAttributionKit/GA4/Consent Mode 等现代归因要点，适合数据驱动广告主。
需要读取广告与分析账户数据并可能调用外部服务，存在权限和隐私风险。
对跨平台广告归因链路进行健康审计并给出修复优先级。
做跨平台的归因健康体检，覆盖 AdAttributionKit（iOS view-through）、GA4 模型、Consent Mode V2、服务端拼接和 MMP 集成等，帮你找出归因窗口、数据丢失或拼接问题。适合归因异常、转化被低估或要对齐跨设备信号时使用。输出按优先级的修复清单，方便逐步落地。
▸ 展开 SKILL.md 英文原文
Cross-platform attribution health audit covering AdAttributionKit (iOS view-through 24h post-impression, WWDC 2025 configurable windows), GA4 attribution models (data-driven vs last-click), Consent Mode V2 enforcement, server-side attribution stitching, MMP integration health, and cross-device / cross-platform attribution. Use when user says attribution audit, attribution model, AdAttributionKit, AAK, view-through attribution, GA4 attribution, Consent Mode V2, conversion window, attribution window, MMP audit, AppsFlyer audit, Adjust audit, Branch audit, Singular audit, cross-device attribution, or cross-platform attribution.
帮我安装这个 skill：https://raw.githubusercontent.com/incuca/incuca-ads/main/skills/ads-attribution/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/incuca/incuca-ads/main/skills/ads-attribution/SKILL.md"# Cross-Platform Attribution Health Audit Attribution decay is the silent revenue killer of 2026 — Consent Mode V2 EEA enforcement (Jul 21, 2025), iOS ATT, SKAdNetwork → AdAttributionKit migration, and the death of third-party cookies have moved every advertiser's attribution signal toward modeled, server-side, first-party data. Misaligned attribution windows or unverified Consent Mode setups will mis-attribute 15-40% of conversions and silently waste budget. ## Process 1. Collect current attribution stack: GA4 property ID, Google Ads conversion actions, Meta CAPI config, Apple Ads / AdAttributionKit registration, MMP dashboard (AppsFlyer / Adjust / Branch / Singular), any sGTM cont