Home / aaron-he-zhu / aaron-marketing-skills · GitHub

offsite-signal-analyzer SKILL.md skillA

offsite-signal-analyzer from aaron-he-zhu/aaron-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 aaron-he-zhu/aaron-marketing-skills/offsite-signal-analyzer@v20.1.0

Pins v20.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: aaron-he-zhu/aaron-marketing-skills
Path: seo-geo/evaluate/offsite-signal-analyzer/SKILL.md
Versions recorded: 5
Latest version: v20.1.0, committed Sep 1, 2026
First version recorded: Jul 24, 2026
Size: 17,729 bytes
Repository stars: 3,102
License: Apache-2.0

Use when the user asks to "analyze backlinks", "analyze my off-site signals", or "track AI traffic / ChatGPT / Perplexity referrals"; profiles referring domains, anchor-text mix, toxic links, and disavow candidates (backlinks mode) or isolates AI-assistant referral sessions in GA4/GSC/logs and reports their trend, landing pages, and AI-vs-organic conversion (ai-referrals mode). Not for internal links — use site-structure-optimizer; not for keyword positions — use rank-tracker; not for…

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

# Off-Site Signal Analyzer

Reports the two off-site signal families a domain earns from the outside world: the **backlink profile** (who links to you and how clean those links are) and the **AI-assistant referral channel** (how much traffic AI answers send you and whether it converts). Both are CITE-adjacent — they feed [CITE](../../../references/cite-domain-rating.md) Citation and Trust items — but they come from different data sources joined only at the domain level, so the skill keeps them behind a mode selector.

**Mode set:**

| Mode | Data source | Answers |
|------|-------------|---------|
| `backlinks` (default) | `~~link database` export / pasted CSV | Referring domains, anchor mix, toxic-link share, disavow candidates, competitor link gaps |
| `ai-referrals` | GA4 / GSC / server-log export | AI-assistant referral sessions, trend, top landing pages, AI-vs-organic conversion |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add aaron-he-zhu/aaron-marketing-skills/offsite-signal-analyzer@sha256:31683928d60c0cb4

The line at the top of this page pins the label v20.1.0, 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](https://markdownregistry.com/badge/art_63p325yimt57do5w.svg)](https://markdownregistry.com/a/art_63p325yimt57do5w)

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

Versions

The registry has recorded 5 versions of this file, between Jul 24, 2026 and Sep 1, 2026, about one every 10 days.

version	committed	commit	size	audit
v20.1.0 latest	2026-09-01	0c914b1	17,729 B	A	view · diff
v20.0.0	2026-08-20	879002a	17,729 B	A	view · diff
v19.2.0	2026-08-10	d09dd90	17,729 B	A	view · diff
v19.1.0	2026-08-01	f744424	17,729 B	A	view · diff
v19.0.0	2026-07-24	407137c	17,729 B	A	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 (17729 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

aaron-he-zhu/aaron-marketing-skills · 3,102 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_63p325yimt57do5w
GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/offsite-signal-analyzer
GET https://markdownregistry.com/api/v1/blob/31683928d60c0cb4c453001f35216da749b239317cc508a79a48f1586f657e98

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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