A specialized skill for turning keywords and queries into search-informed content outlines, subtopics, and comprehensive SEO briefs.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install serp-outline-extractor
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install serp-outline-extractor using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is SERP Outline Extractor?
The SERP Outline Extractor is a strategic utility designed to bridge the gap between raw keyword research and high-performing content. By analyzing a target query, it identifies search intent and structures a content hierarchy that satisfies both user needs and search engine requirements. This Openclaw Skills component is perfect for content teams looking to automate the creation of data-backed article structures.
Built for speed and accuracy, it synthesizes likely subtopics, frequently asked questions, and competitive angles. Whether you are drafting a technical blog or a product comparison page, this skill ensures your content strategy is grounded in actual search patterns and demand.
SERP Outline Extractor Use Cases
- Planning SEO articles and long-form blog posts with data-backed structures.
- Generating standardized content briefs for freelance or in-house writing teams.
- Extracting logical section patterns from existing search demand to optimize page rankings.
- Improving the information architecture of a draft before moving into the writing phase.
How SERP Outline Extractor Works
- Accept a target keyword or specific search query as the primary input.
- Classify the primary and secondary search intent to determine the tone and depth.
- Gather search-result patterns to identify common section types used by top-ranking pages.
- Infer optimal headings, FAQ sections, and comparison angles based on the query type.
- Output a structured content brief including audience targeting, H1/H2 outlines, and freshness notes.
SERP Outline Extractor Setup
To use this skill, ensure your environment is configured for OpenAI-compatible runtimes. It is recommended to use Crazyrouter for the best results.
from openai import OpenAI
client = OpenAI(
api_key="YOUR_API_KEY",
base_url="https://crazyrouter.com/v1"
)
Ensure your local directory includes the required reference files references/serp-pattern-checklist.md and references/outline-schema.md for proper schema validation.
SERP Outline Extractor Data Schema & Taxonomy
The skill generates a structured Markdown document with the following schema:
| Field | Description |
|---|---|
| Search Intent | Classification of the query (e.g., Informational, Commercial) |
| Recommended Angle | The unique perspective or hook for the content |
| H2 Outline | A logical hierarchy of subheadings for the article |
| FAQ Ideas | List of high-value questions to answer for SERP features |
| Freshness Notes | Specific guidance for version-sensitive or date-sensitive topics |
SERP Outline Extractor Advanced Features
- Intent-first classification ensures the outline matches the user's journey stage.
- Contextual freshness framing for year-sensitive or version-specific queries.
- Dynamic comparison logic that automatically adds evaluation sections for commercial queries.
- Full integration with Openclaw Skills for multi-agent content production workflows.
SKILL.md
Loading
Related Openclaw Skills
Issue Request Manager
A comprehensive AI-driven tool for managing the entire lifecycle of issue requests across platforms like GitHub, GitLab, and Jira.
Oven
A robust command-line utility for tracking oven usage, cooking schedules, and household maintenance tasks.
AnyCrawl
A high-performance web scraping and crawling CLI that provides LLM-optimized markdown for AI agents.
Summarize
A high-performance command-line utility for generating AI-driven summaries of web content, documents, and multimedia.
OpenClaw DDL Creator
A technical workflow assistant designed to generate standardized Data Definition Language (DDL) for multi-layered data warehouses.
Registration
A terminal-based utility for managing registration records, attendee sign-ups, and data exports with complete privacy and offline functionality.
Featured*
