Skills conversion-value-mapper

📦

conversion-value-mapper

Name: conversion-value-mapper
Author: aaron-he-zhu

v19.0.0 Content revision r2 Safe ⚙️ External commands🌐 Network access📁 Filesystem access

Map conversion values to profit-based bidding

Revenue-only conversion values can make value-based bidding optimize for low-margin orders. This skill creates a documented conversion-value model and QA checklist using margin, COGS, and defensible proxy values.

Supports: Claude Codex Code(CC)

🥈 82 Silver

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "conversion-value-mapper" from https://skillstore.io/skills/aaron-he-zhu-conversion-value-mapper.md and its manifest at https://skillstore.io/api/skills/aaron-he-zhu-conversion-value-mapper/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/aaron-he-zhu-conversion-value-mapper.md Signed manifest GET /api/skills/aaron-he-zhu-conversion-value-mapper/manifest Signed lockfile GET /api/skills/aaron-he-zhu-conversion-value-mapper/lockfile

Test it

Using "conversion-value-mapper". Purchase revenue is $200 and category margin is 35%.

Expected outcome:

Value basis: dynamic purchase revenue
Net conversion value: $70
Status: Measured margin adjustment applied

Using "conversion-value-mapper". Average net order value is $150 and lead-to-sale rate is 20%.

Expected outcome:

Lead proxy value: $30
Derivation: $150 multiplied by 20%
Status: Estimated until close rate is validated

Using "conversion-value-mapper". Platform conversion value is three times booked contribution.

Expected outcome:

Launch status: Not ready
Finding: value model overstates contribution
Next step: review margin adjustment and conversion scope

Security Audit

Safe

v7 • 7/26/2026 Open versioned report

All 39 static findings are false positives. Markdown backticks, documentation links, metadata URLs, and scoped memory paths were misclassified as shell execution, network activity, traversal, or reconnaissance. The skill instructs the agent to treat imported data as untrusted and requires consent before saving results.

Files scanned

Lines analyzed

Review items

False positives ignored

Risk Factors

⚙️ External commands (17)

SKILL.md:18 SKILL.md:22-24 SKILL.md:24-26 SKILL.md:26-28 SKILL.md:28-30 SKILL.md:30-32 SKILL.md:32-39 SKILL.md:39-40 SKILL.md:40 SKILL.md:42 SKILL.md:50 SKILL.md:63 SKILL.md:67 SKILL.md:73 SKILL.md:74 SKILL.md:75 SKILL.md:80

🌐 Network access (2)

SKILL.md:10 SKILL.md:13

📁 Filesystem access (14)

SKILL.md:18 SKILL.md:42 SKILL.md:46 SKILL.md:50 SKILL.md:54 SKILL.md:62 SKILL.md:71 SKILL.md:72 SKILL.md:73 SKILL.md:74 SKILL.md:75 SKILL.md:76 SKILL.md:80 SKILL.md:82

No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.

Audited by: claude View Audit History →

Share & cite this report

Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.

Open versioned report

Copy report link

https://skillstore.io/skills/aaron-he-zhu-conversion-value-mapper/audits/7?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown badge

[![Skillstore security assessment](https://skillstore.io/badges/skills/aaron-he-zhu-conversion-value-mapper/security.svg)](https://skillstore.io/skills/aaron-he-zhu-conversion-value-mapper?utm_source=security_passport_badge)

HTML badge

<a href="https://skillstore.io/skills/aaron-he-zhu-conversion-value-mapper?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/aaron-he-zhu-conversion-value-mapper/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

Embed card

<iframe src="https://skillstore.io/embed/skills/aaron-he-zhu-conversion-value-mapper.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>

Academic citations (APA · BibTeX · CFF)

APA citation

aaron-he-zhu. (2026). conversion-value-mapper security audit report (audit version 7) [Author version 19.0.0]. Skillstore. https://skillstore.io/skills/aaron-he-zhu-conversion-value-mapper/audits/7

BibTeX citation

@techreport{aaron-he-zhu-aaron-he-zhu-conversion-value-mapper-2026,
  author = {aaron-he-zhu},
  title = {conversion-value-mapper security audit report (audit version 7)},
  institution = {Skillstore},
  year = {2026},
  number = {7},
  url = {https://skillstore.io/skills/aaron-he-zhu-conversion-value-mapper/audits/7},
  note = {Author version 19.0.0}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "conversion-value-mapper security audit report (audit version 7)"
version: "19.0.0"
type: report
authors:
  - name: "aaron-he-zhu"
date-released: "2026-07-26"
url: "https://skillstore.io/skills/aaron-he-zhu-conversion-value-mapper/audits/7"
identifiers:
  - type: other
    value: "skillstore:aaron-he-zhu-conversion-value-mapper:audit:7"
    description: "Skillstore immutable audit report identifier"

Skillstore Score

Why this score Evidence Confidence: Medium

Architecture

100

Maintainability

Content

Community

100

Spec Compliance

What You Can Build

Prepare ecommerce tROAS values

Map SKU or category margins onto dynamic purchase values before a tROAS launch.

Value lead-generation actions

Calculate documented proxy values for leads, phone calls, and signups from close-rate and order-value inputs.

Review a bidding value model

Compare recent platform conversion value with booked contribution and identify missing value inputs.

Try These Prompts

Start with purchase values

Help me set conversion values for tROAS. I have purchase revenue and a blended margin of 42%.

Create lead proxy values

Create proxy values for leads and phone calls. Our average net order value is $180 and 18% of leads become customers.

Choose value-rule design

Recommend static or dynamic conversion values. Our product categories have different margins, and I can provide category revenue and COGS exports.

Run a value-model QA

Audit this conversion value model before launch. Compare the platform value total with our booked contribution and list any blockers.

Best Practices

Use measured SKU or category margins when they are available.
Label each value as measured, user-provided, or estimated.
Reconcile recent platform value with booked contribution before launch.

Avoid

Do not use gross revenue when margin data materially changes profitability.
Do not assign round proxy values without a documented derivation.
Do not add value rules that double-adjust an already netted value.

Frequently Asked Questions

What is a conversion value model?

It defines the value sent to an advertising platform for each conversion action.

Does this skill configure Google Ads or Meta?

No. It produces a value model and QA guidance from the data you provide.

Can it use revenue without margin data?

Yes, but it marks the model as incomplete when profit-based bidding needs margin data.

How are lead values calculated?

It multiplies expected net order value by the supplied lead-to-sale close rate.

Does it check conversion tags?

No. Use a conversion signal QA process to verify event firing and UTM quality.

Does it prevent cross-platform double counting?

No. Cross-platform attribution and order-ID reconciliation require a separate review.

Developer Details

Author

aaron-he-zhu

License

Apache-2.0

Author version

v19.0.0

Skillstore revision

Repository

https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/ad/activate/conversion-value-mapper

Ref

adcb3549b15782055d0beb6d29f113d20de08f92

Maintenance freshness

7/28/2026

Usage

3 downloads · 1 views

File structure

📄 SKILL.md