SEO Skill by Missing Intent

SEO analysis grounded in primary sources instead of folklore.

Two evidence layers, joined:

• The 2024 Google Content Warehouse API leak. 2,593 modules, 14,022 attributes, 9,475 carrying Google's own internal description. Every documented attribute was classified for ranking relevance, giving 848 defensible ranking signals rather than an inflated keyword-matched count.
• 5,456 Google search patents, read in full, with 77,663 SEO-relevant claims extracted, dated, categorized by mechanism, and joined to the leak modules they explain.

The leak tells you what Google stores. The patents tell you how the stored value is computed and used. Most leak analysis has only ever had the first half.

What makes it usable

Data alone is a library nobody visits. This skill is built around a front door.

• A router. Ask it anything vague, it asks two questions and routes you to one specific answer path.
• 26 decision playbooks. Not topics. Decisions with an actual answer: update or delete this post, subfolder or subdomain, index the forum or not, is this agency doing real work, is this site worth buying.
• Three search tools over the bundled data, so lookups take a second instead of an afternoon.
• An evidence rule the skill follows in every answer: cite the field, cite the patent, or say you do not know.

Install

Claude Code

git clone https://github.com/thebigasif/google-leak-patents-seo.git \
  ~/.claude/skills/seo-skill-by-missing-intent

Or place the folder in .claude/skills/ inside a project to scope it there.

Claude desktop, Cowork, or claude.ai

Download the .skill file from the releases page and upload it through the skills interface in settings. Availability depends on your plan and organization settings.

Any agent that reads a SKILL.md can use this. Point it at the folder.

Use it

Plain language. The router handles the rest.

Help me with my site
Why did my rankings drop last month
Should I delete these 40 old posts
Is it risky to publish AI-drafted content in my niche
We are moving from a subdomain to a subfolder, what do we lose
Is this agency proposal any good
What does the leak actually store about site authority
Which patent describes how Google classifies a good click

Query the data directly

Python 3, no dependencies.

# One shot: a field or a patent, explained with both evidence layers
python3 scripts/explain.py goodClicks
python3 scripts/explain.py US8661029B1
python3 scripts/explain.py QualityNsrNsrData

# The leak
python3 scripts/search_signals.py siteauthority
python3 scripts/search_signals.py --tier core --limit 60
python3 scripts/search_signals.py click --tier signals --described
python3 scripts/search_signals.py --stages
python3 scripts/search_signals.py --tiers

# The patents
python3 scripts/search_patents.py "dwell time" --claims
python3 scripts/search_patents.py --mechanism click_engagement --limit 20
python3 scripts/search_patents.py --key
python3 scripts/search_patents.py "site quality" --after 2015

Matching is whole-word by default, and field names are split on camelCase, so author matches authorObfuscatedGaiaStr and not siteAuthority. Substring matching is available with --loose.

What is in the box