Does it manage technical SEO elements like sitemaps?

Yes, it includes strategies for auto-generating sitemaps, managing canonical tags, and preventing index bloat through noindex rules for low-value pages.

Can it help design URL structures for large sites?

Yes, it provides standardized patterns for localized, tool-based, or glossary-style URLs, ensuring they remain under 100 characters and follow logical hierarchies.

What types of data sources does it support?

The skill can assess CSV/JSON files, API endpoints, and database queries for record count, uniqueness, and completeness before page generation.

How does this skill prevent 'Scaled Content Abuse' penalties?

It enforces quality gates that require 30-40% unique content per page and mandates progressive rollouts with human review samples for batches exceeding 500 pages.

Programmatic SEO Planner

Name: Programmatic SEO Planner
Author: lingxling

bylingxling

•

Marketing Automation

Audits and plans large-scale programmatic SEO strategies to prevent search penalties while maximizing organic visibility through structured data.

The Programmatic SEO Planner is designed to help developers and marketers build high-quality, data-driven web pages at scale. It provides a comprehensive framework for designing templates, URL hierarchies, and internal linking systems while enforcing strict quality gates. By calculating uniqueness scores and monitoring for index bloat, this skill ensures that large-scale page deployments remain compliant with modern search engine policies like Google's Scaled Content Abuse updates, turning structured data into valuable search assets.

Key Features

01Index bloat prevention through canonical and sitemap management

02Thin content safeguards with uniqueness thresholds and quality gates

03Data source quality assessment for CSV, JSON, and API endpoints

0452 GitHub stars

05Template planning with dynamic variable injection and conditional logic

06Automated internal linking strategies using hub-and-spoke models

Use Cases

01Designing a directory of thousands of unique location-based service pages

02Auditing a large-scale integration or glossary site for duplicate content risks

03Planning high-volume product comparison pages from structured datasets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lingxling/awesome-skills-cn seo-programmatic

For use in Claude.ai and ChatGPT

Key Features

01Index bloat prevention through canonical and sitemap management

02Thin content safeguards with uniqueness thresholds and quality gates

03Data source quality assessment for CSV, JSON, and API endpoints

0452 GitHub stars

05Template planning with dynamic variable injection and conditional logic

06Automated internal linking strategies using hub-and-spoke models

Use Cases

01Designing a directory of thousands of unique location-based service pages

02Auditing a large-scale integration or glossary site for duplicate content risks

03Planning high-volume product comparison pages from structured datasets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lingxling/awesome-skills-cn seo-programmatic

For use in Claude.ai and ChatGPT