Skills for Real Engineers. Straight from my .agents directory.
39 skills
attribution-reconciler
Agent skill from
Use when platform-reported conversions disagree with GA4/ecommerce, when you suspect Meta and Google are double-counting the same sales, or for a standing (monthly) reconciliation workbook that de-dups stacked credit against an order-ID truth set, normalizes attribution windows and currency, compares attribution models, and reads incrementality from a geo/holdout test. Not for the point-in-time R2 veto or RQS gate — use ad-account-auditor; not for the ROI/ROAS ratio math itself — use roi-calculator; not for organic dark-social share attribution or GA4 direct-traffic decomposition — use dark-social-attributor. 付费广告归因对账/去重/增量
How to install attribution-reconciler
install attribution-reconciler
# install the aaron-marketing-skills pack with the skills CLI
npx skills add aaron-he-zhu/aaron-marketing-skills# or add only this skill to Claude Code: copy the folder
ad/scale/attribution-reconciler/
# into
~/.claude/skills/attribution-reconciler/ (all projects)
.claude/skills/attribution-reconciler/ (one project)
1# Attribution Reconciler23> Based on the ROAS dimension **R** (attribution integrity) in the [ROAS Benchmark](../../../references/roas-benchmark.md). This is the **standing de-dup / incrementality workbook**: it reconciles platform-reported conversions against the GA4/ecommerce order-ID truth set on a recurring cadence. It delegates **all** ratio/ROAS math to [roi-calculator](../../../influencer/report/roi-calculator/SKILL.md) and does **not** re-run the R2 veto — [ad-account-auditor](../../activate/ad-account-auditor/SKILL.md) judges R2 once, point-in-time. This workbook just keeps the truth set clean between audits. Upstream, [conversion-signal-qa](../../activate/conversion-signal-qa/SKILL.md) is the **pre-launch** instrumentation pass that makes the signal trustworthy and only *gates* that a dedup rule exists; this skill is the recurring reconciliation that runs **on** that signal — match, de-dup, quantify, read incrementality.45The single rule: the truth set is the **order IDs** from GA4/ecommerce, **never** any platform's reported-conversion count. This workbook reconciles **paid** channels only — decomposing GA4 direct traffic and estimating organic dark-social share attribution belongs to [dark-social-attributor](../../../social/observe/dark-social-attributor/SKILL.md).67## Quick Start89```10Reconcile my paid conversions for May. Truth set is this GA4 order-ID export. Here are the Meta and Google conversion exports. Find the double-counting.11```1213```14…
Excerpt shown under the repository's Apache-2.0 license.
More skills in aaron-marketing-skills
Keep exploring
Similar skill repositories
An agentic skills framework & software development methodology that works.
15 skills
Public repository for Agent Skills
20 skills
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
CCCU6 skills
An AI skill that provides design intelligence for building professional UI/UX across multiple platforms.
CCCXCUGH6 skills
Production-grade engineering skills for AI coding agents.
CCCXCU25 skills