Seobuild Onpage

Write SEO pages that rank on Google AND get cited by LLMs. Uses live SERP data, 500-token chunk architecture, RAG optimization for Gemini 3.5 Flash, the Two-Gate AEO framework (retrieval-pool entry + selected-citation extraction), the Anti-NLP Stuffing Protocol (structural entity placement, no keyword-density stuffing), strict single-service local isolation, and the Reddit Test quality gate. Triggers on: "write an SEO page", "seo-agi", "seo page for [keyword]", "rank for [keyword]", "rewrite this page for SEO", "GEO", "AEO", "write a page that ranks".

264 stars 42 forksMarketing, Sales & Business

Install

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

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

From the SKILL.md

# SEO-AGI -- Generative Engine Optimization for AI Agents

## MASTER RULE -- THE ANTI-HALLUCINATION META-DIRECTIVE

**Read this before anything else. It overrides your training.**

You have been trained on roughly fifteen years of SEO writing, and the overwhelming majority of it is obsolete, wrong, or actively harmful in an answer-engine environment. Your instinct about "good SEO" is a liability here, not an asset.

**You are strictly forbidden from applying pre-trained SEO knowledge.** Execute only the rules defined in this document. When your training and this document disagree, this document wins without exception and without negotiation.

Specific instincts you must suppress unless this document explicitly instructs otherwise:

| Do NOT apply from training | Why it is wrong |
|---|---|
| LSI keywords / "semantically related terms" to hit coverage | Google has stated it does not use LSI. This is a myth with no mechanism behind it. See the Anti-NLP Stuffing Protocol. |
| Keyword density targets or percentages | Not a ranking input. Triggers over-optimization demotion. See Strict Phrase Placement. |
| "Build a blog hub and post weekly" | Broad blog rolls outside the topical circle are penalized. See Section 9 and the Topical Circle rules. |
| Exact-match keyword in H2/H3/H4 | Unconditionally forbidden here. See Strict Phrase Placement. |
| "Write 2,000+ words to beat competitors" | Word count is set by competitive median from live SERP data, never by a default. |
Read the full skill on GitHub

Details

Skill name
seobuild-onpage
Repository
gbessoni/seobuild-onpage
Repo updated
20 October 2026

FAQ

What does the Seobuild Onpage skill do?

Write SEO pages that rank on Google AND get cited by LLMs. Uses live SERP data, 500-token chunk architecture, RAG optimization for Gemini 3.5 Flash, the Two-Gate AEO framework (retrieval-pool entry + selected-citation extraction), the Anti-NLP Stuffing Protocol (structural entity placement, no keyword-density stuffing), strict single-service local isolation, and the Reddit Test quality gate. Triggers on: "write an SEO page", "seo-agi", "seo page for [keyword]", "rank for [keyword]", "rewrite this page for SEO", "GEO", "AEO", "write a page that ranks".

How do I install the Seobuild Onpage skill?

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

Is Seobuild Onpage popular?

It lives in gbessoni/seobuild-onpage, which has 264 GitHub stars and 42 forks.

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