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SKILL.md

conversion-value-mapper

Agent skill fromaaron-he-zhu/aaron-marketing-skills

Use when the user asks to "set up conversion values so tROAS optimizes profit not orders", "map margin onto my purchase value", "build value rules for lead / phone / signup conversions", or "stop bidding to revenue when I care about profit"; defines and QAs the conversion VALUE model — per-conversion values, margin/net-value adjustment, static-vs-dynamic value rules, proxy values for non-revenue actions, and a value-vs-count sanity check — as a value-model spec plus a pre-launch value QA sheet. Not for whether the tag fires or UTMs are clean — use conversion-signal-qa; not for cross-platform double-count de-dup — use attribution-reconciler; not for scoring R1/R2 — that is a scored veto in ad-account-auditor. 付费广告转化价值建模/利润出价/价值规则QA

How to install conversion-value-mapper

install conversion-value-mapper
# 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/activate/conversion-value-mapper/

# into

~/.claude/skills/conversion-value-mapper/ (all projects)

.claude/skills/conversion-value-mapper/ (one project)

ad/activate/conversion-value-mapper/SKILL.md

Apache-2.0Full file
1# Conversion Value Mapper
2
3Defines and QAs the conversion VALUE model behind value-based paid bidding — per-conversion values, margin/net-value adjustment, static-vs-dynamic value rules, proxy values for non-revenue actions, and a value-vs-count sanity check — delivered as a value-model spec plus a pre-launch value QA sheet. **Scope line: this skill BUILDS and QAs the *values* the platform bids toward so tROAS/max-conversion-value chases profit, not raw order count; it does NOT verify that the event fires or that UTMs are clean — [conversion-signal-qa](../conversion-signal-qa/SKILL.md) owns the plumbing — and it does NOT score the ROAS `R1`/`R2` vetoes — [ad-account-auditor](../ad-account-auditor/SKILL.md) judges those.** It is a `Return`-dimension prerequisite, not the verdict. It is also **not** the standing cross-platform de-dup / incrementality reconciliation — that is [attribution-reconciler](../../scale/attribution-reconciler/SKILL.md); here you only define the value the platform *receives*, not resolve which platform gets credit for it.
4
5## Quick Start
6
7```
8Set up my conversion values so tROAS bids to profit, not revenue. Bid goal: tROAS. Here is my GA4 purchase-value export and my margin / COGS by product-category export: [paste/path].
9```
10
11```
12Build value rules for my non-revenue conversions — assign a proxy value to lead, phone-call, and newsletter-signup so max-conversion-value has something to bid toward.
13```
14
15```
16…

Excerpt shown under the repository's Apache-2.0 license.

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