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content-documenter

Generate structured Markdown documentation from analyzed media content.

21|3|Updated Dec 5, 2025
One-click install
npx skills add https://github.com/memorysaver/looplia-core --skill content-documenter
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: content-documenter
Source: https://github.com/memorysaver/looplia-core/tree/main/docs/writing-agent-example/writing-agent/.claude/skills/content-documenter
Command: npx skills add https://github.com/memorysaver/looplia-core --skill content-documenter

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires yaml, and includes scripts (resource) components.

What problem does it solve?

Converts rich media-analysis into polished Markdown documentation with clear sections, quotes, timestamps, and citations, enabling quick handoffs to writers and editors.

Core Features & Use Cases

  • Structured Markdown: Generate Overview, Key Themes, Detailed Analysis, Quotes, and Context sections.
  • Exact Quotes & Timestamps: Preserve verbatim quotes with context and time markers.
  • Contextualization: Provide background and related concepts for future readers.

Quick Start

Supply analysis payload generated by the media-reviewer (and preserve frontmatter). Run the content-documenter to produce a complete Markdown document that can be stored or published.

Frequently Asked Questions about content-documenter

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

FAQPage Schema
How do I generate Markdown documentation from media analysis?▼

Content-documenter converts analyzed media content into structured Markdown documentation with sections for Overview, Key Themes, Detailed Analysis, Quotes, and Context. Supply the analysis payload from media-reviewer, and the Skill produces a complete document preserving frontmatter, timestamps, and citations.

Can I preserve exact quotes and timestamps when documenting video or audio content?▼

Yes. Content-documenter extracts and presents verbatim quotes with timestamps and context from your analyzed media, maintaining citations without interpretation so readers can reference the original source precisely.

What input does content-documenter need to work?▼

Content-documenter requires analysis output generated by media-reviewer, which processes video, audio, and text materials. The Skill preserves YAML frontmatter from the original analysis and transforms it into polished Markdown with structured sections.

How does content-documenter organize complex media analysis into readable sections?▼

The Skill structures output into Overview, Key Themes, Detailed Analysis, Structure & Narrative Flow, Core Ideas, Important Quotes & Moments, Context & Background, and Related Concepts. This organization enables quick handoffs to writers and editors while maintaining analytical depth.

Does content-documenter update metadata after generating documentation?▼

Yes. The Skill updates material metadata automatically, setting ai_status to 'documented' and recording generated_at timestamp, ensuring your media catalog reflects current documentation state.

What file formats does content-documenter output?▼

Content-documenter generates Markdown files suitable for storage or publication. It works with YAML configuration and produces documentation compatible with standard Markdown readers and publishing workflows.

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