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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内容管理

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

关于

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.

主要功能

Structured article outline generation based on source material
Creative ideation for hooks, angles, and exploratory questions
11 GitHub stars
Automated insights extraction and TL;DR generation
Multi-format support for articles, video transcripts, and podcasts
Schema-compliant outputs for seamless agent integration

使用场景

Building documentation outlines from raw meeting notes or transcripts
Generating social media hooks from long-form research articles
Converting technical podcast transcripts into structured blog posts

关于

主要功能

Structured article outline generation based on source material
Creative ideation for hooks, angles, and exploratory questions
11 GitHub stars
Automated insights extraction and TL;DR generation
Multi-format support for articles, video transcripts, and podcasts
Schema-compliant outputs for seamless agent integration

使用场景

Building documentation outlines from raw meeting notes or transcripts
Generating social media hooks from long-form research articles
Converting technical podcast transcripts into structured blog posts