Build and audit SEO pages generated at scale from structured data sources.
Works with
Enforces quality gates to prevent thin content penalties and index bloat.
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionseo-programmaticExecute the skills CLI command in your project's root directory to begin installation:
Fetches seo-programmatic from agricidaniel/claude-seo and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate seo-programmatic. Access via /seo-programmatic in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
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Save 3-5 hours per week on routine tasks
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Accelerate learning and skill development by 2x
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Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
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Build and audit SEO pages generated at scale from structured data sources. Enforces quality gates to prevent thin content penalties and index bloat.
Evaluate the data powering programmatic pages:
Design templates that produce unique, valuable pages:
/tools/[tool-name]: Tool/product directory pages/[city]/[service]: Location + service pages/integrations/[platform]: Integration landing pages/glossary/[term]: Definition/reference pages/templates/[template-name]: Downloadable template 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 (likely penalty risk) |
| Word count per page | <300 | ⚠️ Flag for review (may lack sufficient value) |
Google's Scaled Content Abuse policy (introduced March 2024) saw major enforcement escalation in 2025:
Enhanced quality gates for programmatic pages:
Recommendation: The WARNING gate at
<40% unique contentremains appropriate. Consider a HARD STOP at<30%unique content to prevent scaled content abuse risk.
✅ Integration pages (with real setup docs, API details, screenshots) ✅ Template/tool pages (with downloadable content, usage instructions) ✅ Glossary pages (200+ word definitions with examples, related terms) ✅ Product pages (unique specs, reviews, comparison data) ✅ Data-driven pages (unique statistics, charts, analysis per record)
❌ Location pages with only city name swapped in identical text ❌ "Best [tool] for [industry]" without industry-specific value ❌ "[Competitor] alternative" without real comparison data ❌ AI-generated pages without human review and unique value-add ❌ Pages where >60% of content is shared template boilerplate
Unique content % = (words unique to this page) / (total words on page) × 100
Measure against all other pages in the programmatic set. Shared headers, footers, and navigation are excluded from the calculation. Template boilerplate text IS included.
<lastmod> reflects actual data update timestamp (not generation time)| Category | Status | Score |
|---|---|---|
| Data Quality | ✅/⚠️/❌ | XX/100 |
| Template Uniqueness | ✅/⚠️/❌ | XX/100 |
| URL Structure | ✅/⚠️/❌ | XX/100 |
| Internal Linking | ✅/⚠️/❌ | XX/100 |
| Thin Content Risk | ✅/⚠️/❌ | XX/100 |
| Index Management | ✅/⚠️/❌ | XX/100 |
| Scenario | Action |
|---|---|
| URL unreachable | Report connection error with status code. Suggest verifying URL accessibility and checking for authentication requirements. |
| No programmatic pages detected | Inform user that no template-generated or data-driven page patterns were found. Suggest checking if pages use client-side rendering or if the URL points to the correct section. |
| Thin content threshold exceeded | Trigger quality gate warning. Report the unique content percentage and flag pages below 40% uniqueness. Require user acknowledgment before proceeding. |
| Quality gate violation | Halt analysis at the HARD STOP threshold (500+ pages without justification or <30% unique content). Present findings and require explicit user approval to continue. |
Prerequisites
Time Estimate
15-45 minutes depending on use case complexity
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid when
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
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Registry listing for seo-programmatic matched our evaluation — installs cleanly and behaves as described in the markdown.
seo-programmatic fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
seo-programmatic reduced setup friction for our internal harness; good balance of opinion and flexibility.
I recommend seo-programmatic for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
We added seo-programmatic from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
Solid pick for teams standardizing on skills: seo-programmatic is focused, and the summary matches what you get after install.
Useful defaults in seo-programmatic — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
seo-programmatic reduced setup friction for our internal harness; good balance of opinion and flexibility.
seo-programmatic fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
seo-programmatic is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
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