revenue-attributor SKILL.md skillA

revenue-attributor from humblytics/humblytics-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add humblytics/humblytics-marketing-skills/revenue-attributor@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
humblytics/humblytics-marketing-skills
Path
skills/revenue-attributor/SKILL.md
Versions recorded
5
Latest version
v1.0.0, committed Jul 23, 2026
First version recorded
Apr 22, 2026
Size
13,353 bytes
Repository stars
85
License
MIT

Revenue attribution specialist that connects Meta Ads, Google Ads, and Stripe revenue to show which campaigns actually pay back. Generates campaign-level ROAS breakdowns with waste detection and budget reallocation recommendations. Use when analyzing ad ROI, finding wasted ad spend, comparing channel performance, or reallocating budget. Triggers: attribution, ROAS, ad spend, campaign performance, channel mix, budget reallocation, ad waste.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Revenue Attributor

## Purpose

Connect ad spend to on-site conversion signals using Humblytics attribution, and rank campaigns by spend efficiency (sessions and `ad_conversions` per dollar). True revenue/ROAS, `revenue_conversions`, and `trial_count` are only populated when a Stripe/ChartMogul revenue connector is attached to the property — without one, those fields are `0`. For true ROAS, join Humblytics spend + on-site conversion data to Stripe/ChartMogul revenue separately. This skill moves marketing teams from raw click counts to spend efficiency, and to revenue accountability once a revenue connector is in place.

## When to Use

- Planning next month's ad budget and need data to reallocate
- Diagnosing why spend is up but revenue is flat
- Comparing paid vs organic vs direct revenue contribution
- Auditing campaign-level ROAS across Meta, Google, TikTok, LinkedIn
- Building a quarterly ad performance review for leadership
- Deciding whether to kill, scale, or hold a specific campaign

## Connecting Humblytics
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add humblytics/humblytics-marketing-skills/revenue-attributor@sha256:c08afe8cb670281e

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_f4liwz6a5c56bz4d.svg)](https://markdownregistry.com/a/art_f4liwz6a5c56bz4d)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Apr 22, 2026 and Jul 23, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-23 02064cf 13,353 BA view · diff
v1.0.02026-05-29 5833f8a 13,595 BA view · diff
v1.0.02026-05-01 988cf4a 11,459 BA view · diff
v1.0.02026-04-22 7518ab3 8,532 BA view · diff
v1.0.02026-04-22 88c885b 8,565 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13353 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

humblytics/humblytics-marketing-skills · 85 stars · license MIT · pushed 2026-10-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_f4liwz6a5c56bz4d
GET https://markdownregistry.com/api/v1/resolve?ref=humblytics/humblytics-marketing-skills/revenue-attributor
GET https://markdownregistry.com/api/v1/blob/c08afe8cb670281e3e7b9fa29fcd5ddfaa42f8df65f2510d6afa27eeaad744bf

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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