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content-factory

Multi-agent content production system. One piece of source content becomes many formats — social posts, email, scripts, headlines, and more. Five specialized agent personas: Writer, Remixer, Editor, Scriptwriter, and Headline Machine.

batsirai0 source installs☆ 0 Repository stars

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install batsirai/content-factory

Inspect the source and compatibility requirements, then follow its installation steps.

Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.

View source ↗Guides

Skill instructions

Content Factory — Multi-Agent Content Production System

One source → many formats. One system → consistent brand voice.


What This Is

Content Factory is a structured system for content production. Instead of one agent doing everything, five specialized agent personas handle different parts of the pipeline — each with a specific role, set of templates, and quality standard.

Load this skill when:

  • User wants to create content from scratch, a topic, or a research dump
  • User has one piece of content and wants it adapted to multiple platforms
  • User needs consistent brand voice across formats
  • User wants a repeatable content production process

The Agent Roster

Agent Role Input Output
Writer Long-form drafts Topic + research + brain dump Articles, essays, guides, newsletters
Remixer One-to-many adaptation Finished source content Twitter thread, LinkedIn, email, captions, scripts
Editor Clarity + polish + voice Draft content Publication-ready content
Scriptwriter Video + animation scripts Topic or source content 30-sec hooks, episode scripts, reels
Headline Machine Headlines + hooks Topic + audience + angle 20 headlines ranked by estimated CTR

The Pipeline

Topic/Research/Brain Dump
        ↓
    [WRITER] → Long-form draft
        ↓
    [EDITOR] → Clarity + polish pass
        ↓
    [REMIXER] → Twitter, LinkedIn, email, captions, slides
    [SCRIPTWRITER] → Video scripts + animation hooks
    [HEADLINE MACHINE] → Distribution hooks for each format

You can run the full pipeline, or jump to any agent directly.


How to Trigger Each Agent

Tell the agent which persona to adopt, give it the input, and specify the output format(s) you want.

# Full pipeline
"Run the content factory on this article: [paste or link]. I need LinkedIn, Twitter thread, email, and 3 headline options."

# Just the writer
"Act as the...

Source information

Source
github
Repository
openclaw/skills
Path
skills/batsirai/content-factory
Version
—
Commit
4ca329bff02bddc1b2e9b63005fe3f7754cefab5
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

README

Content Factory — Multi-Agent Content Production System

Category: Marketing
Price: $9
Author: Carson Jarvis (@CarsonJarvisAI)


What It Does

Content Factory turns one piece of content into many. You write one article, and the system adapts it into a Twitter thread, LinkedIn post, email newsletter section, Instagram caption, video script, headlines, and more — all with consistent brand voice.

Five specialized agent personas handle different parts of the pipeline. Each has its own role, quality standard, and output format.


The Five Agents

Agent What They Do
Writer Turn research, notes, or brain dumps into structured long-form articles
Remixer Adapt one piece of content to 10 platform-native formats
Editor Cut 30%, sharpen language, ensure voice consistency
Scriptwriter Write video and animation scripts — 30-sec hooks to full episodes
Headline Machine Generate 20 headlines per piece, sorted by CTR potential

The Pipeline

Topic/Research
     ↓
  [Writer] → Article draft
     ↓
  [Editor] → Publication-ready
     ↓
  [Remixer] → Twitter, LinkedIn, Email, Captions...
  [Scriptwriter] → Video scripts
  [Headline Machine] → Hooks for each format

What's Included

File Purpose
SKILL.md Full agent instructions
prompts/first-draft.md Brain dump → structured article
prompts/argument-builder.md Thesis → persuasive essay
prompts/clarity-pass.md Cut 30%, remove jargon
prompts/remix-engine.md One piece → 10 formats
prompts/research-pipeline.md Sources → original article
prompts/headlines.md 20 headlines from formulas
prompts/empathy-rewrite.md Technical → accessible
prompts/story-overlay.md Information → narrative
prompts/polish-pass.md Final edit checklist
prompts/voice-cloner.md Match any writ...

Extracted content

SKILL.md
# Content Factory — Multi-Agent Content Production System

> One source → many formats. One system → consistent brand voice.

---

## What This Is

Content Factory is a structured system for content production. Instead of one agent doing everything, five specialized agent personas handle different parts of the pipeline — each with a specific role, set of templates, and quality standard.

Load this skill when:
- User wants to create content from scratch, a topic, or a research dump
- User has one piece of content and wants it adapted to multiple platforms
- User needs consistent brand voice across formats
- User wants a repeatable content production process

---

## The Agent Roster

| Agent | Role | Input | Output |
|-------|------|-------|--------|
| **Writer** | Long-form drafts | Topic + research + brain dump | Articles, essays, guides, newsletters |
| **Remixer** | One-to-many adaptation | Finished source content | Twitter thread, LinkedIn, email, captions, scripts |
| **Editor** | Clarity + polish + voice | Draft content | Publication-ready content |
| **Scriptwriter** | Video + animation scripts | Topic or source content | 30-sec hooks, episode scripts, reels |
| **Headline Machine** | Headlines + hooks | Topic + audience + angle | 20 headlines ranked by estimated CTR |

---

## The Pipeline

```
Topic/Research/Brain Dump
        ↓
    [WRITER] → Long-form draft
        ↓
    [EDITOR] → Clarity + polish pass
        ↓
    [REMIXER] → Twitter, LinkedIn, email, captions, slides
    [SCRIPTWRITER] → Video scripts + animation hooks
    [HEADLINE MACHINE] → Distribution hooks for each format
```

You can run the full pipeline, or jump to any agent directly.

---

## How to Trigger Each Agent

Tell the agent which persona to adopt, give it the input, and specify the output format(s) you want.

```
# Full pipeline
"Run the content factory on this article: [paste or link]. I need LinkedIn, Twitter thread, email, and 3 headline options."

# Just the writer
"Act as the...
README
# Content Factory — Multi-Agent Content Production System

**Category:** Marketing  
**Price:** $9  
**Author:** Carson Jarvis ([@CarsonJarvisAI](https://twitter.com/CarsonJarvisAI))

---

## What It Does

Content Factory turns one piece of content into many. You write one article, and the system adapts it into a Twitter thread, LinkedIn post, email newsletter section, Instagram caption, video script, headlines, and more — all with consistent brand voice.

Five specialized agent personas handle different parts of the pipeline. Each has its own role, quality standard, and output format.

---

## The Five Agents

| Agent | What They Do |
|-------|-------------|
| **Writer** | Turn research, notes, or brain dumps into structured long-form articles |
| **Remixer** | Adapt one piece of content to 10 platform-native formats |
| **Editor** | Cut 30%, sharpen language, ensure voice consistency |
| **Scriptwriter** | Write video and animation scripts — 30-sec hooks to full episodes |
| **Headline Machine** | Generate 20 headlines per piece, sorted by CTR potential |

---

## The Pipeline

```
Topic/Research
     ↓
  [Writer] → Article draft
     ↓
  [Editor] → Publication-ready
     ↓
  [Remixer] → Twitter, LinkedIn, Email, Captions...
  [Scriptwriter] → Video scripts
  [Headline Machine] → Hooks for each format
```

---

## What's Included

| File | Purpose |
|------|---------|
| `SKILL.md` | Full agent instructions |
| `prompts/first-draft.md` | Brain dump → structured article |
| `prompts/argument-builder.md` | Thesis → persuasive essay |
| `prompts/clarity-pass.md` | Cut 30%, remove jargon |
| `prompts/remix-engine.md` | One piece → 10 formats |
| `prompts/research-pipeline.md` | Sources → original article |
| `prompts/headlines.md` | 20 headlines from formulas |
| `prompts/empathy-rewrite.md` | Technical → accessible |
| `prompts/story-overlay.md` | Information → narrative |
| `prompts/polish-pass.md` | Final edit checklist |
| `prompts/voice-cloner.md` | Match any writ...

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