How does it help with the writing process?

It automates the research-to-writing transition by generating headlines, TL;DRs, unique angles, and full outlines from your source material.

What media types does this skill support?

It can process various text-based content sources including articles, video transcripts, and podcast notes to extract actionable insights.

Is this skill part of a larger ecosystem?

Yes, it is part of the Looplia-core repository, designed for universal agentic workflows and CLI-based AI automation.

Can I use this for technical documentation?

Yes, it is highly effective at summarizing complex technical content and creating structured outlines for manuals or guides.

What are the specific output formats?

The skill returns data in standardized Looplia schemas, including ContentSummary for insights, WritingIdeas for hooks, and OutlineSection[] for structure.

Content Analysis & Writing Ideation

Name: Content Analysis & Writing Ideation
Author: memorysaver

bymemorysaver

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Content Management

Transforms raw articles, videos, and podcasts into structured writing insights, creative hooks, and detailed outlines.

The Content Analysis skill accelerates the creative process by converting long-form media into actionable writing materials. It automatically extracts key themes, generates headline ideas, and crafts unique writing angles to help creators overcome blank-page syndrome. By leveraging standardized Looplia schemas, it ensures that summaries and outlines are structured perfectly for use in automated agentic workflows or manual content production.

Key Features

01Structured article outline generation based on source material

02Creative ideation for hooks, angles, and exploratory questions

0311 GitHub stars

04Automated insights extraction and TL;DR generation

05Multi-format support for articles, video transcripts, and podcasts

06Schema-compliant outputs for seamless agent integration

Use Cases

01Building documentation outlines from raw meeting notes or transcripts

02Generating social media hooks from long-form research articles

03Converting technical podcast transcripts into structured blog posts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add memorysaver/looplia-core content-analysis

For use in Claude.ai and ChatGPT

Download Skill