dark-social-attributor SKILL.md skillA
dark-social-attributor 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.
mdr add aaron-he-zhu/aaron-marketing-skills/dark-social-attributor@v20.1.0Pins 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
social/observe/dark-social-attributor/SKILL.md- Versions recorded
- 5
- Latest version
- v20.1.0, committed Sep 1, 2026
- First version recorded
- Jul 24, 2026
- Size
- 14,205 bytes
- Repository stars
- 3,102
- License
- Apache-2.0
Use when the user asks to "figure out where our direct traffic really comes from", "measure dark social", "add a how-did-you-hear-about-us field", or "show social drives signups without click data"; produces a share-link/UTM hygiene spec for owned share surfaces, a self-reported attribution field design that replaces an existing form field (free-text first, coded later), a GA4 direct-traffic decomposition read (deep-URL directs, mobile-app skew, private-push correlation) with every derived…
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
# Dark Social Attributor Makes the unmeasurable share loop estimable — honestly. Dark social is the traffic that arrives with no referrer because the link traveled through a DM, a group chat (微信群 / WhatsApp / Slack / Discord), a newsletter forward, or an address-bar copy. This skill declares the estimation method and specs the instrumentation; it never turns an estimate into a Measured number. It is the Observe-phase upstream of the ECHO **O** dark-social sub-items (see [echo-benchmark.md](../../../references/echo-benchmark.md)): *dark-social method declared and Estimated-labeled before any social-ROI claim* (ECHO O2) and the *dark-social instrumentation coverage* rows (ECHO O6–O7 — share-link/UTM hygiene live plus a self-reported attribution field running). Its labels are also what keeps the ECHO O1 denominator-integrity veto passable downstream: proxies pass when labeled proxy. …
Read the whole file at its exact version.
How to install
mdr add aaron-he-zhu/aaron-marketing-skills/dark-social-attributor@sha256:4d9f03dafaa06f95The 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.
[](https://markdownregistry.com/a/art_fcalr2dkwbqtb6tl)
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 | 14,205 B | A | view · diff |
| v20.0.0 | 2026-08-20 | 879002a | 14,205 B | A | view · diff |
| v19.2.0 | 2026-08-10 | d09dd90 | 14,205 B | A | view · diff |
| v19.1.0 | 2026-08-01 | f744424 | 14,205 B | A | view · diff |
| v19.0.0 | 2026-07-24 | 407137c | 14,115 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 (14205 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
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_fcalr2dkwbqtb6tl GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/dark-social-attributor GET https://markdownregistry.com/api/v1/blob/4d9f03dafaa06f95ac85cd8b631940916456a755b1a433e36e86fe2fde7fc2fc
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.