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ingest-content

Analyze external content and extract patterns for documentation routing.

1|Updated Mar 9, 2026
Search Tags:#documentation#pattern extraction#content analysis#content routing#MCP tool
One-click install
npx skills add https://github.com/oscardlfr/AndroidCommonDoc --skill ingest-content
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ingest-content
Source: https://github.com/oscardlfr/AndroidCommonDoc/tree/main/skills/ingest-content
Command: npx skills add https://github.com/oscardlfr/AndroidCommonDoc --skill ingest-content

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The ingest-content skill helps users analyze external content and extract relevant patterns for routing to documentation, streamlining the process of creating and updating documentation.

Core Features & Use Cases

  • Content Analysis: Analyze and extract patterns from external content such as articles, URLs, and pasted text.
  • Pattern Extraction: Identify version references, library mentions, API recommendations, and best practices from the content.
  • Content Routing: Route the identified patterns to appropriate documentation for review or updates.
  • Use Case: When asked to ingest an article on best practices for Kotlin coroutines, the skill can extract relevant patterns and suggest updating the corresponding documentation.

Quick Start

To analyze content, use the ingest-content skill with a URL or paste the content into the prompt.

Frequently Asked Questions about ingest-content

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract best practices and version references from external articles for documentation?▼

You can extract best practices and version references from external content by processing the article or URL through pattern matching, which identifies relevant patterns and suggests routing to existing documentation for updates.

What is content routing for documentation and how does pattern extraction work?▼

Content routing for documentation analyzes pasted text or URLs to identify library mentions and API recommendations, then matches those patterns to suggest new documentation entries or updates to existing files.

Can I ingest content from a URL to suggest updates to my existing documentation?▼

Yes, you can ingest content from a URL to analyze API recommendations and library mentions, which then generates targeted suggestions for updating corresponding documentation entries.

Do I need an MCP tool to analyze external content and identify library mentions?▼

Yes, an MCP tool is required for content analysis and pattern matching to successfully identify library mentions, version references, and best practices from external articles.

What's the best way to automate pattern extraction from pasted text for documentation routing?▼

Automating pattern extraction from pasted text involves processing the content to identify version references and best practices, then routing those identified patterns to appropriate documentation for review.

Are there limitations when processing external content for pattern extraction and documentation updates?▼

Processing external content for pattern extraction requires an MCP tool for analysis, meaning content routing and documentation update suggestions are limited by the pattern matching capabilities available in the environment.

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