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Plan programmatic SEO pages.
Passed 17 of 21 test cases with the skill, and 11 of 21 without it.
and 7 more in the full report
8 fixed10 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
When delivering an evaluation matrix for our 300 programmatic template pages, which six core operational dimensions must be scored?
| Checked | Without skill | With skill |
|---|---|---|
| Includes Data Quality, Template Uniqueness, URL Structure, Internal Linking, Thin Content Risk, and Index Management as the six scored table categories | Missed | Passed |
The instructions your model reads when the skill loads.
Plan and audit SEO pages generated at scale from structured data sources (databases, APIs, CSV/JSON files). Enforces quality gates to prevent thin content penalties, index bloat, and Google's Scaled Content Abuse policy.
The user must provide (or will be prompted for):
~/.claude-marketing/brands/_active-brand.json for the active slug, then load ~/.claude-marketing/brands/{slug}/profile.json. Apply industry context and compliance rules. Check for brand guidelines at ~/.claude-marketing/brands/{slug}/guidelines/_manifest.json.<lastmod> from actual data timestamps, exclude noindexed pages| Metric | Threshold | Action |
|---|---|---|
| Pages without content review | 100+ | WARNING: require content audit before publishing |
| Pages without justification | 500+ | HARD STOP: require explicit user approval and thin content audit |
| Unique content per page | <40% | Flag as thin content (penalty risk) |
| Unique content per page | <30% | HARD STOP: scaled content abuse risk |
| Word count per page | <300 | Flag for review (may lack sufficient value) |
test cases passed, vs 11 / 21 without
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