Dark Social Attributor includes pricing or quota commentary; at least one code block. The SKILL.md runs to about 1,379 words, in the catalog's typical mid-range.
Dark Social Attributor sits in the Engineering category under the mobile sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.
These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.
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…
Dark Social Attributor is a community-contributed Claude Code skill in the mobile sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/dark-social-attributor/ and loads when your prompt matches the skill's trigger.
When to invoke it: 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 number hard-labeled Estimated/proxy, and a branded-search-lift proxy from GSC plus Wikipedia pageviews — the declared dark-social method behind ECHO O2. Not for paid-channel attribution reconciliation (platform-claimed vs analytics conversions) — use attribution-reconciler.
The Dark Social Attributor Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 158,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/dark-social-attributor curl -L https://claudskills.com/skills/dark-social-attributor/SKILL.md \ -o ~/.claude/skills/dark-social-attributor/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/dark-social-attributor/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/dark-social-attributor/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\dark-social-attributor\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
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SKILL.md from the source repository to ~/.claude/skills/dark-social-attributor/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Dark Social Attributor is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{dark-social-attributor-2026,
author = {aaron-he-zhu},
title = {Dark Social Attributor [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/dark-social-attributor/}
}Grade A · scanned 2026-07-23 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.