attribution-report SKILL.md skillA
attribution-report from indranilbanerjee/digital-marketing-pro is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add indranilbanerjee/digital-marketing-pro/attribution-report@git:20261009.e2988ebPins git:20261009.e2988eb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- indranilbanerjee/digital-marketing-pro
- Path
skills/attribution-report/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261009.e2988eb, committed Oct 9, 2026
- First version recorded
- Mar 30, 2026
- Size
- 12,373 bytes
- Repository stars
- 898
- License
- MIT
Run attribution on real conversion paths, comparing models. "which channels actually drive revenue".
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
# /digital-marketing-pro:attribution-report ## GA4 AI Assistant channel (added 13 May 2026) When generating attribution reports against a GA4 property, the **AI Assistant** default channel group is now a first-class channel. GA4 automatically categorizes sessions referred by ChatGPT, Gemini, Claude, and other recognized AI assistants under this channel (and sets `Medium=ai-assistant`). For any brand running an AEO program, include the AI Assistant channel in the channel set and compare its contribution across all attribution models (first-touch, last-touch, linear, time-decay, position-based, data-driven). The model-comparison view is especially informative here: AI Assistant traffic often shows wildly different credit under first-touch vs last-touch because users frequently *discover* a brand via an AI assistant but convert via a later branded search or direct visit. Don't conclude "AI search doesn't drive revenue" from a last-touch number alone. …
Read the whole file at its exact version.
How to install
mdr add indranilbanerjee/digital-marketing-pro/attribution-report@sha256:602ccd803206bf0fThe line at the top of this page pins the label git:20261009.e2988eb, 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.
[](https://markdownregistry.com/a/art_wy6p4tlrostx67fv)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Mar 30, 2026 and Oct 9, 2026, about one every 39 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261009.e2988eb latest | 2026-10-09 | e2988eb | 12,373 B | A | view · diff |
| git:20260812.b624042 | 2026-08-12 | b624042 | 13,080 B | A | view · diff |
| git:20260709.294ff62 | 2026-07-09 | 294ff62 | 12,392 B | A | view · diff |
| git:20260603.f0885d4 | 2026-06-03 | f0885d4 | 12,125 B | A | view · diff |
| git:20260508.d408689 | 2026-05-08 | d408689 | 10,888 B | A | view · diff |
| git:20260330.6a58419 | 2026-03-30 | 6a58419 | 10,850 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12373 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
indranilbanerjee/digital-marketing-pro · 898 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wy6p4tlrostx67fv GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/digital-marketing-pro/attribution-report GET https://markdownregistry.com/api/v1/blob/602ccd803206bf0fdacd465ab36d8e0fe881bf61516be74ad410cc4101481867
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.
More from indranilbanerjee/digital-marketing-pro
Every file in indranilbanerjee/digital-marketing-pro