11 Mile Labs SEO/AEO Skills

A multi-harness skills-only content pack for technical SEO, schema guidance, AI citation readiness, and answer-first content strategy.

Published by 11 Mile Labs and presented here as public evidence of AB Whittington's search-methodology, AI-citation-readiness, and multi-harness agent-skill work.

Public source liveGitHub repository

Why it exists

Search methodology that can be inspected and reused.

The repository collects portable methodology for technical SEO, schema guidance, AI citation readiness, and answer-first content strategy without coupling that work to a private client pipeline.

It gives the public site a specific open-source artifact for search and answer-engine work: enough structure to inspect the craft, without presenting private operating systems as public code.

Design decisions

Skills-only, multi-harness, public-safe.

The pack ships standard SKILL.md files intended for Claude Code, OpenAI Codex, Gemini CLI, and other skills-compatible harnesses.

The repository is deliberately content-only: no plugin runtime, no private workflow system, and no MCP-coupled pipeline glue.

Its README states that the skills were originally authored by 11 Mile Labs and adapted from internal methodology, with no copied third-party upstream content.

Scope boundaries

What the repository does not claim.

The project does not claim adoption numbers, rankings, or client outcomes; it presents inspectable methodology and source links.

Installation is delegated to the broader skills ecosystem through npx skills add, while this repository stays focused on portable content.

What is inside

Skill catalog.

Every entry below links to its SKILL.md on GitHub. Categories and counts are derived from the typed catalog used to render this page.

SEO/AEO

Skills for technical search audits, structured data, answer-first content, and AI citation readiness.

seo-methodologyTechnical SEO methodology for audits, schema markup, crawl optimization, Core Web Vitals, local SEO, and keyword strategy.
aeoAnswer Engine Optimization methodology for AI citation readiness, answer-first content, platform mechanics, monitoring, and SpeakableSpecification.

Compatibility

Harnesses targeted by the repository.

Harness compatibility per item type, as stated by the repository.
Item	Claude Code	OpenAI Codex	Gemini CLI
Skills	Yes	Yes	Yes
Project memory	CLAUDE.md -> AGENTS.md	AGENTS.md	GEMINI.md -> AGENTS.md

Evidence trail

Source links.

GitHub repositorySource, history, and repository context.
READMERepository overview, install command, catalog, and philosophy.
seo-methodologyTechnical SEO skill source.
aeoAnswer Engine Optimization skill source.
LICENSEMIT license terms.
AGENTS.mdRepository instructions surfaced to AI harnesses.