content-repurposer

name

content-repurposer

description

A full repurposing pipeline that transforms a single source piece of content into multiple formats — blog, social media, newsletter, presentation, script — all at once. Use this skill for requests like 'repurpose this content,' 'convert this blog to social media,' 'content recycling,' 'multi-format conversion,' 'turn this into a presentation,' 'convert this report to a blog,' 'multi-channel content,' and other content repurposing tasks. Note: actual image/video production, presentation file (.pptx) generation, and automated social media posting are outside this skill's scope.

Content Repurposer — Multi-Format Content Conversion Pipeline

An agent team collaborates to convert a single source piece of content into blog → social media → presentation, all at once.

Execution Mode

Agent Team — 5 members communicate directly via SendMessage and cross-validate each other's work.

Agent Roster

Agent	File	Role	Type
source-analyst	.claude/agents/source-analyst.md	Source analysis, conversion strategy	general-purpose
blog-writer	.claude/agents/blog-writer.md	SEO blog post writing	general-purpose
sns-copywriter	.claude/agents/sns-copywriter.md	Platform-specific social posts	general-purpose
presentation-builder	.claude/agents/presentation-builder.md	Slide presentation	general-purpose
quality-reviewer	.claude/agents/quality-reviewer.md	Message consistency cross-validation	general-purpose

Workflow

Phase 1: Preparation (Performed directly by the orchestrator)

1. Extract from user input:
   • Source Content: The original to convert (text, file, URL)
   • Output Formats (optional): Desired conversion formats (default: blog + social + presentation)
   • Target Audience (optional): Target audience for each format
   • Brand Tone (optional): Consistent brand voice
   • Constraints (optional): Specific platforms, length limits, etc.
2. Create the _workspace/ directory at the project root
3. Organize the input and save it as _workspace/00_input.md
4. If the source is a URL, fetch its content via WebFetch
5. Determine the execution mode based on request scope

Phase 2: Team Assembly and Execution

Order	Task	Owner	Depends On	Deliverable
1	Source analysis	source-analyst	None	_workspace/01_source_analysis.md
2a	Blog conversion	blog-writer	Task 1	_workspace/02_blog_post.md
2b	Social media conversion	sns-copywriter	Task 1	_workspace/03_sns_package.md
2c	Presentation conversion	presentation-builder	Task 1	_workspace/04_presentation.md
3	Quality review	quality-reviewer	Tasks 2a, 2b, 2c	_workspace/05_review_report.md

Tasks 2a (blog), 2b (social), and 2c (presentation) run in parallel. All depend only on Task 1 (source analysis), so they can start simultaneously.

Inter-agent communication flow:

• source-analyst complete → deliver format-specific strategies to each conversion agent
• blog-writer complete → deliver blog quotes & links to sns-copywriter
• sns-copywriter complete → deliver visual consistency info to presentation-builder
• reviewer cross-validates all deliverables. On 🔴 Must Fix: request revision → rework → re-validate (up to 2 rounds)

Phase 3: Integration and Final Deliverables

1. Verify all files in _workspace/
2. Confirm all 🔴 Must Fix items have been addressed
3. Report the final summary to the user:
   • Source Analysis — 01_source_analysis.md
   • Blog Post — 02_blog_post.md
   • Social Media Package — 03_sns_package.md
   • Presentation — 04_presentation.md
   • Review Report — 05_review_report.md

Scope-Based Modes

User Request Pattern	Execution Mode	Agents Deployed
"Repurpose this content," "full conversion"	Full Pipeline	All 5
"Convert to a blog post"	Blog Mode	source-analyst + blog-writer + quality-reviewer
"Create social media posts"	Social Mode	source-analyst + sns-copywriter + quality-reviewer
"Convert to a presentation"	Presentation Mode	source-analyst + presentation-builder + quality-reviewer
"Review these conversions"	Review Mode	quality-reviewer only

Using Existing Files: If the user provides already-converted content, copy it to _workspace/ and skip that conversion agent.

Data Transfer Protocol

Strategy	Method	Purpose
File-based	_workspace/ directory	Primary deliverable storage and sharing
Message-based	SendMessage	Real-time key information transfer, revision requests
Task-based	TaskCreate/TaskUpdate	Progress tracking, dependency management

File naming convention: {order}_{deliverable}.{extension}

Error Handling

Error Type	Strategy
Source URL inaccessible	Request text input from user, or work with cached content
Source too short (under 500 words)	Supplement with related material via web search, note "source augmented"
Agent failure	Retry once → if still failing, proceed without that format, note omission in review report
🔴 found in review	Request revision from responsible agent → rework → re-validate (up to 2 rounds)

Test Scenarios

Happy Path

Prompt: "Repurpose this blog post into social media and a presentation" + 2,000-word blog post attached Expected Results:

• Source analysis: Structure map, 3 core messages, format-specific conversion strategies
• Blog: SEO-optimized rewrite (improved version if source is already a blog)
• Social: Twitter thread (8 tweets), Instagram carousel (8 slides), LinkedIn post
• Presentation: 15 slides with speaker notes
• Review: All message consistency matrix items verified

Existing File Flow

Prompt: "Convert this report into a presentation only" + PDF file attached Expected Results:

• Presentation Mode: source-analyst + presentation-builder + quality-reviewer deployed
• blog-writer, sns-copywriter skipped

Error Flow

Prompt: "Repurpose the article at this URL" + inaccessible URL Expected Results:

• URL access failure → request text input from user
• If user provides text, proceed with normal pipeline
• Review report notes "source URL inaccessible, based on user-provided text"

Agent Extension Skills

Each agent leverages the following extension skills to enhance deliverable quality:

Agent	Extension Skill	Knowledge Provided
sns-copywriter, blog-writer	/platform-adaptation	Platform DNA, conversion matrix, message consistency checks
source-analyst, presentation-builder	/content-atomization	MINE analysis framework, atom classification system, slide conversion formulas