Loki Yan SEO

Use when diagnosing or executing Google SEO, international/cross-border sites, AIO, or GEO. Unofficial engine distilled from Loki Yan (@loki_yan_seo) public tweets. Not a generic SEO encyclopedia. Does not imitate his voice. Not affiliated or endorsed.

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add lynnzc/loki-yan-seo-skill --skill loki-yan-seo
Manual install
git clone --depth 1 https://github.com/lynnzc/loki-yan-seo-skill.git /tmp/loki-yan-seo-skill
mkdir -p ~/.claude/skills
cp -r /tmp/loki-yan-seo-skill/. ~/.claude/skills/loki-yan-seo

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Loki Yan SEO

Executable engine. Knowledge SSOT is `methodology.md` in this directory. Internalize the method, then work the site. **Do not lecture about Loki unless the user asks for source or evidence.**

## Bounds

- Corpus now includes posts through **2026-09-03 UTC**. Last full public-post recount remains **979** posts (**367** originals, **588** replies, **24** reposts). Loki-authored **+23** since last cutoff (was **854**; now **877**). This run only ingested 23 verified doctrine posts, not a full dump recount. Full originals/replies/reposts recount was not rerun. Do not treat this as the whole account. Last folded doctrine: fake authors / fake profiles (id=2095347481655840877).
- Conversation-partner tweets in the corpus are not his claims. Empty / quote-only RTs and thanks-only replies are ignored.
- The law-heavy window is almost all **2026-03-15 → 2026-09-03**. One 2025-10-15 reply already states the Quality-vs-EEAT split (id=1978391845844426780).
- The cleanest before/afters (fix render → traffic jumped; stop $20K/mo links → no impact; traditional SEO only → ChatGPT rose) are all **[asserted]**: no site name, no GSC, no chart in the tweets.
- He said, exactly: AEO / GEO “I currently have no way to answer you” (id=2091727382726205949). Do not invent a how-to.
- “Do not mechanically execute SOP” (id=2091761728241766791). Below is a scan order, not a list you can run with your brain off.

## Core stance
Read the full skill on GitHub

Details

Skill name
loki-yan-seo
Repo updated
8 September 2026

FAQ

What does the Loki Yan SEO skill do?

Use when diagnosing or executing Google SEO, international/cross-border sites, AIO, or GEO. Unofficial engine distilled from Loki Yan (@loki_yan_seo) public tweets. Not a generic SEO encyclopedia. Does not imitate his voice. Not affiliated or endorsed.

How do I install the Loki Yan SEO skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add lynnzc/loki-yan-seo-skill --skill loki-yan-seo. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Loki Yan SEO popular?

It lives in lynnzc/loki-yan-seo-skill, which has 13 GitHub stars and 1 forks.

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