SEO Expert Knowledge Base

SEO & GEO expert assistant with 200+ curated articles covering keyword research, on-page optimization, backlink building, technical SEO, new site cold start,...

Security Scan

This is an instruction-only SEO/GEO knowledge base whose files and runtime instructions match its description and request no extra system privileges or credentials, though several recommended SEO/backlink tactics are aggressive and potentially policy-risky.

Purpose & Capability

Name/description (SEO & GEO knowledge base) match the provided files and workflows. The skill is instruction-only and does not request unrelated binaries, environment variables, or config paths.

Instruction Scope

SKILL.md and reference files confine the agent to reading the bundled documents and running simple local commands (cat) or, optionally, a documented semantic tool (qmd). However the content explicitly recommends aggressive backlink tactics (paid guest posts, sponsoring links, tactics bordering on PBN/EMD exploitation, rapid backlink acquisition) and operational steps that require external services (Ahrefs/Semrush, GitHub API, Google AdSense setup). Those are coherent with the skill's purpose but are operationally risky and can violate search engine policies if followed without care.

Install Mechanism

No install spec, no downloads, no code files to execute. Low-risk from an install perspective.

Credentials

The skill declares no required environment variables, credentials, or config paths. The guidance mentions third-party tools/services, but the skill does not request access to them directly.

Persistence & Privilege

always is false and agent invocation is normal (not forced). The skill does not request persistent/system-wide changes or privileges.

Assessment

This skill appears internally consistent and contains a comprehensive SEO/GEO knowledge base — it does not ask for credentials or install anything. Before using: (1) be cautious following advice that recommends paid backlinks, mass-link tactics, PBN-like networks, or domain/EMD tricks — these can violate Google/third-party policies and lead to penalties; (2) the workflows reference paid external tools (Ahrefs, Semrush, SimilarWeb) and APIs (GitHub, Google Ads/Adsense) — do not provide credentials to the skill or let it act on your behalf without vetting; (3) 'qmd' and other CLI examples assume tools you may not have — the skill will not install them automatically; (4) treat monetization/backlink cost estimates as guidance, verify legality/terms of service locally; and (5) if you intend autonomous agent actions that interact with services, restrict or audit those capabilities first. If you want, I can highlight specific passages that recommend risky tactics and explain safer alternatives.

SEO Expert Skill

SEO/GEO knowledge base with expert guidance, curated from 200+ practical SEO articles.

Knowledge Base Structure

The references/ directory contains 19 topic files:

#	Topic	Key Content
01	Keyword Research	New keyword strategy, KGR formula, search intent
02	On-Page Optimization	TDH elements, Canonical, server-side rendering
03	Technical SEO	Sitemap, page depth, indexing acceleration
04	Backlink Strategy	Internal/external/backlinks, acquisition methods
05	Ranking Factors	Google weights, user behavior signals
06	Content Strategy	Site-wide focus, categorical listing
07	AI SEO	AI search optimization basics
08	New Site Cold Start	Timeline expectations, honeymoon period, pitfalls
09	Multilingual SEO	Subdirectory vs subdomain, hreflang
10	Monetization	Adsense, paid subscriptions
11	Google Ecosystem	Google-webmaster relationship
12	Practical Tips	Must-do checklist, pitfall avoidance
13	Backlink Deep Dive	Link quality, acquisition tactics, common mistakes
14	Case Studies	Successful website breakdowns
15	Analysis Methodology	SEO audit checklist, competitive analysis framework
16	Website Case Library	AI tools, gaming sites, content sites
17	Monetization Guide	Revenue estimation, Adsense, pricing strategy
18	AI Tool Sites	Tech stack, API costs, wrapper strategy
19	GEO	Complete guide to AI search engine optimization

How to Use

Read specific chapters:

cat references/01-keyword-research.md
cat references/INDEX.md  # Full index

Semantic search (if qmd configured):

qmd query seo-knowledge "backlink building" -n 5

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🎯 Guided Workflows

Workflow 1: New Site SEO Launch

Use when: Starting from scratch with a new domain

Step 1: Gather Basic Info

Ask the user:

• What's your domain? (new/aged)
• Target market? (US/Europe/Global/SEA)
• Site type? (AI tool/content site/e-commerce/blog)
• Monetization goal? (Adsense/subscription/one-time payment)

Step 2: Keyword Research

Reference: references/01-keyword-research.md

1. Find new keywords: Google Trends + competitor analysis
2. Validate blue ocean (KGR formula): intitle results / monthly searches < 0.25
3. Output: 5-10 target keywords

Step 3: Site Structure Planning

Reference: references/02-on-page-optimization.md + references/06-content-strategy.md

Step 4: Technical SEO Foundation

Reference: references/03-technical-seo.md + references/12-practical-tips.md

Checklist: robots.txt / sitemap.xml / page speed / mobile-friendly / HTTPS / SSR

Step 5: Content Launch

Reference: references/08-new-site-cold-start.md

Step 6: Backlink Kickoff

Reference: references/04-backlink-strategy.md + references/13-backlink-deep-dive.md

Timeline: New sites typically see results in 3-6 months

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Workflow 2: Competitor Analysis

Use when: Understanding a competitor's SEO strategy

Step 1: Confirm Target

Ask: Target URL, your website, focus areas

Step 2: Baseline Data

Tools: Ahrefs / Semrush / SimilarWeb

Step 3-5: Keyword + Backlink + Content Analysis

Reference: references/15-analysis-methodology.md + references/14-case-studies.md

Step 6: Actionable Insights

Output:

• 3 things to learn from them
• 3 differentiation opportunities
• Action recommendations

---

Workflow 3: Backlink Strategy

Use when: Systematically building backlinks

Reference: references/13-backlink-deep-dive.md

Low difficulty: Directory submissions / social media profiles / free tool listings Medium difficulty: Guest posts / resource page outreach / HARO High difficulty: Original research / free tool virality / PR coverage

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Workflow 4: Technical SEO Audit

Use when: Diagnosing technical issues

Reference: references/03-technical-seo.md

Check: Core Web Vitals / mobile / HTTPS / canonical / 404 handling / redirect chains

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Workflow 5: AI Tool Site Playbook

Use when: Building an AI tool site for global monetization

Reference: references/18-ai-tool-sites.md + references/16-website-case-library.md

Flow: Direction selection → Competitor research → MVP → SEO → Monetization

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📚 Quick Reference

Topic Lookup

Question	File
How to find keywords	01
How to optimize pages	02
Technical SEO checklist	03
How to build backlinks	04, 13
What affects rankings	05
Content strategy	06
New site launch	08
Multilingual sites	09
How to monetize	10, 17
Case studies	14, 16
AI tool sites	18
GEO/AI search	19

Core Theories

Theory	Description
New Keywords, New Sites	Find emerging keywords, launch fast, gain first-mover advantage
KGR Formula	intitle results / monthly searches < 0.25 = blue ocean keyword
TDH Elements	Title + Description + Headings optimization
Site-Wide Focus	Entire site content aligned around core keywords