Podcast Pipeline
ericosiu/ai-marketing-skills
Podcast-to-Everything content pipeline. An agent skill from ericosiu/ai-marketing-skills.
A skill your agent uses when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts…
Install Content Repurposing
$ npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ScrapeCreators/social-media-research-skills content-repurposing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ScrapeCreators/social-media-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/content-repurposing .claude/skills/content-repurposing && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "content-repurposing" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposing into .claude/skills/content-repurposing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-repurposing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ScrapeCreators/social-media-research-skills content-repurposing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ScrapeCreators/social-media-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/content-repurposing .agents/skills/content-repurposing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "content-repurposing" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposing into .agents/skills/content-repurposing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-repurposing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ScrapeCreators/social-media-research-skills content-repurposing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ScrapeCreators/social-media-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/content-repurposing .cursor/skills/content-repurposing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "content-repurposing" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposing into .cursor/skills/content-repurposing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-repurposing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ScrapeCreators/social-media-research-skills.git --path skills/content-repurposing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ScrapeCreators/social-media-research-skills content-repurposing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ScrapeCreators/social-media-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/content-repurposing .gemini/skills/content-repurposing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "content-repurposing" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposing into .gemini/skills/content-repurposing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-repurposing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ScrapeCreators/social-media-research-skills content-repurposingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ScrapeCreators/social-media-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/content-repurposing .github/skills/content-repurposing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "content-repurposing" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposing into .github/skills/content-repurposing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-repurposing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ScrapeCreators/social-media-research-skills content-repurposing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ScrapeCreators/social-media-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/content-repurposing .opencode/skills/content-repurposing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "content-repurposing" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposing into .opencode/skills/content-repurposing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-repurposing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
content-repurposing- GitHub stars
- 3.3k
- Token cost
- ~564 tokens
- SKILL.md length
- 171 words
- Files
- 1
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts…
- Works in 6 steps: Gather source material: URLs,… → Extract content atoms: hooks, stories,… → Choose output formats and platform… → …
- The user wants to turn public social videos
- SKILL.md covers Overview, When to Use, Workflow and Output Format, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Content Repurposing is an agent skill from ScrapeCreators/social-media-research-skills. Use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Writing & Content, covering Social media posts, Content repurposing and Content strategy. The repository describes itself as: AI agent skills for social media research. Outlier posts, comment mining, competitor teardowns, ad libraries & trends across TikTok, Instagram, YouTube, Reddit, X, LinkedIn &… The licence is MIT.
When your agent uses it
- The user wants to turn public social videos
- Creator research into reusable content assets such as LinkedIn posts
- Short-form scripts
- Content calendars
Example prompts
- “/content-repurposing”
Requirements
- A credential in SCRAPECREATORS_API_KEY
- Pre-approved tools (allowed-tools): Bash, Read, Write, WebFetch
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Gather source material: URLs, transcripts, posts, or research report.
- Extract content atoms: hooks, stories, claims, frameworks, examples, data points, CTAs.
- Choose output formats and platform constraints.
- Rewrite for the user's voice and audience.
- Keep attribution/internal notes when ideas are inspired by a source.
- Produce ready-to-use drafts plus optional variants.
What it can do on your machine
Read from SKILL.md and the folder at commit 64ba7b4. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
BashReadWriteWebFetch
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Content Repurposing loads about 564 tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 171 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash, Read, Write, WebFetch
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from ScrapeCreators/social-media-research-skills at commit 64ba7b4, republished under its MIT licence (© ScrapeCreators). 171 words, ~564 tokens.
Download SKILL.mdSave it as
.claude/skills/content-repurposing/SKILL.md (or your agent's skills folder).- name
- content-repurposing
- description
- Use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.
- allowed-tools
- Bash, Read, Write, WebFetch
- version
- 1.0.0
- author
- ScrapeCreators
- license
- MIT
- homepage
- https://scrapecreators.com
- repository
- https://github.com/ScrapeCreators/social-media-research-skills
Content Repurposing
Overview
Turn social research and transcripts into reusable content. This skill works best after transcript-intelligence, outlier-post-finder, or creator-profile-teardown, but it can also start directly from URLs.
When to Use
Use this skill when the user asks to:
- turn videos or transcripts into posts
- repurpose TikToks, Reels, Shorts, podcasts, or webinars
- create LinkedIn posts, X threads, scripts, newsletters, or blog outlines
- build a content calendar from winning social ideas
- adapt a competitor/creator pattern without plagiarizing
Workflow
- Gather source material: URLs, transcripts, posts, or research report.
- Extract content atoms: hooks, stories, claims, frameworks, examples, data points, CTAs.
- Choose output formats and platform constraints.
- Rewrite for the user's voice and audience.
- Keep attribution/internal notes when ideas are inspired by a source.
- Produce ready-to-use drafts plus optional variants.
Output Format
# Repurposed Content Pack
## Source Material
- [source](url)
## Content Atoms
| Atom | Source | Best format |
|---|---|---|
## LinkedIn Posts
1. ...
## X Threads
1. ...
## Short-Form Scripts
### Script 1
- Hook:
- Body:
- CTA:
## Newsletter / Blog Ideas
- ...Common Pitfalls
- Do not plagiarize. Adapt structure and insight, not unique wording unless quoting with attribution.
- Do not flatten every platform into the same format.
- Do not lose the original hook if it is the strongest part.
© ScrapeCreators, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/content-repurposing of ScrapeCreators/social-media-research-skills.
Open the folder on GitHubat commit 64ba7b4
Compare with similar skills
Content Repurposing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Content Repurposing this skillScrapeCreators/social-media-research-skills | 3.3k | — | ~564 | Automated safety check: Notes | MIT | |
| Podcast Pipelineericosiu/ai-marketing-skills | 3.6k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Linkedin Skillsalirezarezvani/claude-skills | 28k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Msp MarketingRTFM-IT-Services-LLC/msp-claude-skills | 112 | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Content Repurposinggooseworks-ai/goose-skills | 1.2k | — | ~947 | Automated safety check: Pass | MIT | |
| Social Media Pro Maxcriptogus/agent-evolve-network | 288 | — | ~1.6k | Automated safety check: Pass | Custom licence |
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Related
Categories
Questions about Content Repurposing
What does Content Repurposing do?
A skill your agent uses when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts…. Content Repurposing is an agent skill from ScrapeCreators/social-media-research-skills. Use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.
When should I use Content Repurposing?
Content Repurposing fits situations like: the user wants to turn public social videos; creator research into reusable content assets such as LinkedIn posts; short-form scripts; content calendars.
How do I install Content Repurposing in Claude Code?
Run `npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a claude-code`. Or copy the skill folder (skills/content-repurposing in ScrapeCreators/social-media-research-skills) into .claude/skills/content-repurposing in your project. Claude Code loads it when a task matches its description.
How do I install Content Repurposing in Codex?
Run `npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a codex`. Or copy the skill folder (skills/content-repurposing in ScrapeCreators/social-media-research-skills) into .agents/skills/content-repurposing in your project. Codex loads it when a task matches its description.
Can I use Content Repurposing in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/content-repurposing, .gemini/skills/content-repurposing, .github/skills/content-repurposing and .opencode/skills/content-repurposing in your project.
What does Content Repurposing need to run?
SKILL.md names no scripts, command-line tools or credentials: Content Repurposing is instructions for the agent only. Our summary lists: A credential in SCRAPECREATORS_API_KEY. Its frontmatter pre-approves these tools: Bash, Read, Write, WebFetch.
Does Content Repurposing access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Content Repurposing safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Content Repurposing use?
Content Repurposing is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Content Repurposing use?
About 564 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Content Repurposing?
Skills that share tags, products or a category with Content Repurposing: Podcast Pipeline (ericosiu/ai-marketing-skills, 3.6k stars), Linkedin Skills (alirezarezvani/claude-skills, 28k stars), Msp Marketing (RTFM-IT-Services-LLC/msp-claude-skills, 112 stars) and Content Repurposing (gooseworks-ai/goose-skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Content Repurposing?
ScrapeCreators (a GitHub organization) maintains it in ScrapeCreators/social-media-research-skills, which has 3,258 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 26, 2026.
Source: ScrapeCreators/social-media-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.