Plan and audit programmatic SEO pages generated at scale from structured data.
SkillScore78Maintained
Automatic
◆Marketing & Content pack
Last verified 8/11/2026
What it changes
Passed 18 of 23 test cases with the skill, and 11 of 23 without it.
Without skill48%
With skill78%
Checks it passed that the model alone missed
Auto-link to 3 to 5 related pages based on data attributes.
Flag the records as duplicates because field overlap exceeds 80 percent.
Split URLs across multiple sitemap files at 50,000 URLs per sitemap file.
and 4 more in the full report
7 fixed11 passed either way5 still failing0 broke
Pass-rate lift
+30 pp
Tokens
+64%
Agent turns
0%
Response time
-27%
Model gemini-3.6-flashMeasured 8/11/2026v118 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
We are reviewing a CSV data file containing 5,000 product comparison rows. When comparing two rows, we notice that 85% of the data fields match identically between them. Should we treat these rows as valid distinct pages or flag them as duplicates during data quality checks?
What was checked, without and with the skill
Checked
Without skill
With skill
Flag the records as duplicates because field overlap exceeds 80 percent.
Missed
Passed
case-04 · gemini-3.6-flash · 8/11/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md171 linessingle file
Programmatic SEO Analysis & Planning
Build and audit SEO pages generated at scale from structured data sources.
Enforces quality gates to prevent thin content penalties and index bloat.
When to Use
Use when the user wants programmatic SEO planning or review.
Use when designing templates, data-driven pages, or scalable URL systems.
Use when preventing thin content and index bloat across large page sets.