# Content Repurposing Agent Skill

> A content repurposing agent skill that transforms long-form blog articles into sharp Twitter/X and LinkedIn posts with source-grounded angles, trend adaptation, and visual concepts. Start free in seconds.

- Canonical: https://nanoskill.ai/skills/content-repurposing-agent-skill
- Markdown: https://nanoskill.ai/skills/content-repurposing-agent-skill.md
- Author: JeffLi1993
- Published: 2026-07-27T09:21:09.139Z
- Updated: 2026-07-27T10:36:52.776Z
- Language: en
- Source type: github
- Popularity signal: 31

## Sources

- https://github.com/JeffLi1993/content-repurposing-skills

## Install

```shell
npx skills add https://github.com/JeffLi1993/content-repurposing-skills
```

## About

This content repurposing agent skill helps founders, marketers, and content teams turn in-depth blog articles into platform-optimized social media posts for Twitter/X and LinkedIn. It solves the problem of manually rewriting and adapting long-form content by automating source grounding, trend awareness, and visual concept generation, producing ready-to-publish posts that remain faithful to the original article.

Unlike generic AI summarizers, these skills extract a single powerful angle from each article, verify real-time trends only when a relevant bridge exists, and package everything with a visual brief or AI image prompt. A strict output discipline refuses to hallucinate quotes or data, ensuring every post meets professional standards.

Whether you are a founder building thought leadership on Twitter/X, a growth team sharing product updates on LinkedIn, or a content marketer scaling social media output, the skills install in seconds via npx and work with your existing agent. Paste an article, choose a style and audience, and get a platform-validated post—no manual rewriting needed.

## Key features

- **Source-Truth Content Repurposing**: Grounds every post in the actual article by extracting core insight, evidence, and quotes, preventing fabricated claims and ensuring factual accuracy.
- **Platform-Native Output**: Automatically formats posts for Twitter/X and LinkedIn, including ideal character counts, hashtags, and CTAs that follow each platform’s latest best practices.
- **Verified Trend Integration**: Scans for real last-30-day trends and adapts the post only when a meaningful semantic bridge exists, avoiding forced or irrelevant trend hooks.
- **Visual Brief Generation**: Produces a detailed visual brief with recommended dimensions, style, image copy, alt text, and an AI image generation prompt to stop the scroll.
- **Disciplined Content Guardrails**: Refuses to draft from short outlines, rejects thin inputs, and never invents data, quotes, or product results, ensuring professional-grade output.

## Use cases

- **Turn blog articles into Twitter/X posts**: Founders and indie hackers repurpose long-form blogs into bite-sized, feed-native tweets with strong hooks and saveable visuals to grow their audience.
- **Create LinkedIn thought-leadership from technical content**: SaaS teams and growth experts transform engineering or product blogs into professional post variants that spark discussion and establish authority.
- **Generate source-grounded social content at scale**: Content marketers provide article URLs or text and receive ready-to-publish posts that stay faithful to the source, eliminating manual fact-checking and rewriting.

## Result preview

See social media post images for different platforms generated by this Agent Skill, converted from the original NanoSkill blogs.

![demo-1.jpg](https://file.nanoskill.ai/demo-1.jpg)

![demo-2.jpg](https://file.nanoskill.ai/demo-2.jpg)

![demo-3.jpg](https://file.nanoskill.ai/demo-3.jpg)

## Result walkthrough

### Step 1: Install

Add the skill to your agent.

![Content Repurposing Agent Skill step 1](https://file.nanoskill.ai/Content-Repurposing-Agent-Skill-step-1.png)

### Step 2: Submit Your Article

Provide a blog article or URL to repurpose.

![Content Repurposing Agent Skill step 2](https://file.nanoskill.ai/Content-Repurposing-Agent-Skill-step-2.png)

### Step 3: Review Result

Get platform-ready social posts and visual concepts.

![demo-3.jpg](https://file.nanoskill.ai/demo-3.jpg)

## Skill definition

# Content Repurposing Skills

Reusable Agent Skills for turning long-form blog articles into platform-native
social posts. Give it a real article - get a sharp Twitter/X or LinkedIn post,
source-grounded angle, current trend adaptation, and a primary visual concept or
generated image.

Built for content repurposing, not generic summarization. The skills extract one
strong idea from a full article and package it for reach, saves, replies,
reposts, and professional discussion.

---

## Example Output

Each run produces a structured social post package with:

| Section | What you get |
|---|---|
| **Source Summary** | Topic, audience, core insight, soul quote, and risk boundary |
| **Recommended Post** | Platform-native copy, CTA, hashtags, and character/platform check |
| **Trend Adaptation** | Last-30-day trend bridge when a relevant trend can be verified |
| **Visual Brief** | Visual job, structure, format, image copy, alt text, and generation prompt |
| **Trend Sources** | Runtime sources used for timely adaptation, when applicable |

```text
Use $blog-to-twitter-post.
Target language: English
Style: Founder
Audience: Indie Hacker

<paste a blog article with at least 500 words>
```

| Twitter/X visual | LinkedIn visual | Skill positioning visual |
|---|---|---|
| ![Twitter/X social visual demo](https://file.nanoskill.ai/demo-1.jpg) | ![LinkedIn social visual demo](https://file.nanoskill.ai/demo-2.jpg) | ![Content repurposing skill demo](https://file.nanoskill.ai/demo-3.jpg) |
| ![Twitter/X visual prompt demo](https://file.nanoskill.ai/demo-4.jpg) | ![LinkedIn visual prompt demo](https://file.nanoskill.ai/demo-5.jpg) |  |

---

## Skills

| Skill | Platform | When to use |
|---|---|---|
| `blog-to-twitter-post` | Twitter/X | Short, sharp, feed-native post with one recommended angle and a saveable or repostable visual |
| `blog-to-linkedin-post` | LinkedIn | Professional thought-leadership post variants with a recommended version and business-friendly visual |

Both skills require a real blog/article input of at least 500 words. For CJK
articles without whitespace, use an equivalent long-form article, usually 800+
CJK characters after removing navigation, boilerplate, author bio, comments, and
CTA blocks.

---

## Repurposing Coverage

### Source Handling

| Check | What it verifies | X | LinkedIn |
|---|---|:---:|:---:|
| Article length | Rejects short briefs, topics, or thin inputs before drafting | Yes | Yes |
| Boilerplate cleanup | Removes menus, CTAs, comments, author bios, and repeated page chrome | Yes | Yes |
| Source preservation | Keeps title, URL, author, date, claims, examples, numbers, and quotes | Yes | Yes |
| Risk boundary | Prevents unsupported claims, fake quotes, and overstated source facts | Yes | Yes |

### Strategy Layer

| Step | What it does | X | LinkedIn |
|---|---|:---:|:---:|
| Article spine | Extracts topic, audience pain, core insight, evidence, and best social angle | Yes | Yes |
| Soul quote | Scores 5-8 candidate lines and selects the strongest source-grounded quote | Yes | Yes |
| Platform rules | Checks current platform limits and media guidance before final output | Yes | Yes |
| Trend scan | Looks for a real last-30-day trend bridge instead of forcing generic relevance | X Explore + sources | Recent credible sources |
| Angle selection | Chooses the strongest publishable angle for the platform | One recommended post | Three versions + recommendation |

### Output Layer

| Output | Twitter/X | LinkedIn |
|---|---|---|
| Post style | Founder, Builder, Practical Tips, Evidence-led, Trend-anchored | Founder, Growth Expert, Practical Tips, Storytelling, Product Update |
| Default output | One recommended post | Three post variants + one recommendation |
| Visual job | Stop scroll, Explain, Save, Prove, Identity | Thought leadership, framework, workflow, comparison, evidence, product update |
| Visual formats | 1200 x 1200 or 1200 x 628 | 1080+ width, 1200 x 627, 1080 x 1080, or 1080 x 1350 |
| Final checks | Character fit, source fidelity, hook strength, trend fit, visual value | Platform fit, discussion value, professional voice, trend fit, visual value |

---

## Structure

```text
content-repurposing-skills/
|-- blog-to-twitter-post/
|   |-- SKILL.md
|   `-- references/
|       `-- platform-rules.md
|-- blog-to-linkedin-post/
|   |-- SKILL.md
|   `-- references/
|       `-- platform-rules.md
|-- assets/
|   |-- demo-1.jpg
|   |-- demo-2.jpg
|   |-- demo-3.jpg
|   |-- demo-4.jpg
|   `-- demo-5.jpg
|-- skills-lock.json
|-- README.md
`-- README.zh.md
```

---

## Architecture: Source + Trend + Platform

```text
Blog article / URL
        |
        v
+----------------------------------------------+
| Layer 1 - Source Grounding                   |
| Validate length, clean boilerplate, preserve |
| claims, quotes, examples, numbers, and risk  |
+-----------------------+----------------------+
                        |
                        v
+----------------------------------------------+
| Layer 2 - Editorial Strategy                 |
| Article spine, soul quote, audience pain,    |
| best social angle, and platform fit          |
+-----------------------+----------------------+
                        |
                        v
+----------------------------------------------+
| Layer 3 - Runtime Adaptation                 |
| Current platform rules + last-30-day trends  |
| only when the semantic bridge is real        |
+-----------------------+----------------------+
                        |
                        v
+----------------------------------------------+
| Layer 4 - Publishable Package                |
| Post copy, CTA, hashtags, visual brief or    |
| generated image, alt text, and source notes  |
+----------------------------------------------+
```

**Why this architecture?** Source grounding keeps the post faithful to the
article. Editorial strategy prevents generic summaries. Runtime adaptation keeps
platform rules and trend hooks current without forcing weak trends into the
copy.

---

## Installation

**Option 1: Install from GitHub**

```bash
npx skills add JeffLi1993/content-repurposing-skills --skill blog-to-twitter-post
npx skills add JeffLi1993/content-repurposing-skills --skill blog-to-linkedin-post
```

**Option 2: Install from a local checkout**

```bash
npx skills add /Users/jeff/JeffPage/creations/code-skill/content-repurposing-skills/blog-to-twitter-post
npx skills add /Users/jeff/JeffPage/creations/code-skill/content-repurposing-skills/blog-to-linkedin-post
```

Restart your agent after installing or updating a skill.

---

## Usage

```text
Use $blog-to-twitter-post.
Target language: English
Style: Founder
Audience: Indie Hacker

<paste a blog article with at least 500 words>
```

```text
Use $blog-to-linkedin-post.
Target language: Chinese
Style: Growth Expert
Audience: SaaS Team

<paste a blog article with at least 500 words>
```

You can also provide optional context:

```text
Source URL:
Brand/Product:
Publishing account:
Tone constraints:
Do not mention:
```

---

## Output Discipline

These skills are intentionally strict:

- They do not draft from a topic brief or a short outline.
- They do not invent quotes, data, screenshots, customer stories, or product
  results.
- They do not force trend hooks when the bridge to the article is weak.
- They do not turn a blog into a full summary.
- They do not publish or schedule posts unless explicitly asked and proper tools
  are available.

---

## License

MIT

## FAQ

### What is content repurposing?

Content repurposing is the practice of transforming existing long-form content like blog articles into fresh, platform‑optimized social media posts. This skill automates the process by extracting key insights and reformatting them for Twitter/X and LinkedIn while staying true to the source.

### How do I install the content repurposing skills?

Install the skills via npx: \`npx skills add JeffLi1993/content-repurposing-skills --skill blog-to-twitter-post\` for Twitter/X, or \`--skill blog-to-linkedin-post\` for LinkedIn. After installation, restart your agent to start using them.

### Is this skill free?

Yes, the content repurposing skills are open source under the MIT license. You can install and use them for free with no hidden costs or subscriptions.

### Will the skills create fake quotes or made-up data?

No. The skills enforce strict source grounding: they only use claims, quotes, and data that appear in the provided article. They will not invent anything or overstate what the source actually says.

### What kind of articles can I repurpose with these skills?

You must provide a real blog article or long-form content with at least 500 words of body text (or 800+ CJK characters). The skills reject short briefs, outlines, and boilerplate‑heavy pages to maintain quality.

### Which skill should I choose for Twitter versus LinkedIn?

Use \`blog-to-twitter-post\` for short, punchy, feed‑native tweets. Use \`blog-to-linkedin-post\` for professional thought‑leadership posts that encourage discussion. Both produce source‑backed content tailored to their platform.