Creator · ScrapeCreators
Last updated · Sep 8, 2026
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.
Sandbox only
Install targets
Codex install prompt
Install the "content-repurposing" agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposing. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"scrapecreators-content-repurposing","task":"Install content-repurposing","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing
Maintenance
fresh
12d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
2.2K
80/100 Quality · 78/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.2K GitHub stars
Repo activity
2.2K stars, 22 forks
Maintenance
12d since push
License
MIT
Install
npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposingDo not use when
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Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20content-repurposing%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20content-repurposing%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/scrapecreators-content-repurposing/install
Agent should check
Copy prompt
Task: Use content-repurposing in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20content-repurposing%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/scrapecreators-content-repurposing/install
Install command: npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposing
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/scrapecreators-content-repurposing/install
LLM text format
/api/skills/scrapecreators-content-repurposing/install?format=text
Find alternatives
/api/skills/search?q=content-repurposing&limit=3
Agent prompt
Use content-repurposing for this task. Review https://www.openagentskill.com/api/skills/scrapecreators-content-repurposing/install, then install with: npx skills add ScrapeCreators/social-media-research-skills --skill content-repurposingRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/scrapecreators-content-repurposing
LLM text
/api/registry/manifest/scrapecreators-content-repurposing?format=text
Install alias
/api/registry/install/scrapecreators-content-repurposing
Recommend
/api/registry/recommend?task=Use%20content-repurposing%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.2K GitHub stars
Stars/forks activity
INFO2.2K stars, 22 forks; issue activity unavailable in current metadata
Recent maintenance
PASS12d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Similar skills that may fit this task.
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--- 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 metadata: openclaw: requires: env: - SCRAPECREATORS_API_KEY primaryEnv: SCRAPECREATORS_API_KEY homepage: https://scrapecreators.com tags: - social-media - research - scrapecreators ---
# 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
1. Gather source material: URLs, transcripts, posts, or research report. 2. Extract content atoms: hooks, stories, claims, frameworks, examples, data points, CTAs. 3. Choose output formats and platform constraints. 4. Rewrite for the user's voice and audience. 5. Keep attribution/internal notes when ideas are inspired by a source. 6. Produce ready-to-use drafts plus optional variants.
## Output Format
```markdown # 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.
Source provenance
Decision snapshot
2,165 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for content-repurposing, ready for a manual X post.
content-repurposing: Use when the user wants to turn public social videos, transcripts, posts, or creator research... 2.2K stars https://www.openagentskill.com/skills/scrapecreators-content-repurposing?ref=x
Listing + install path for content-repurposing: https://www.openagentskill.com/skills/scrapecreators-content-repurposing?ref=x Install: npx skills add ScrapeCreators/social-media-research-skills --skill content-repurp...
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to ScrapeCreators but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/scrapecreators-content-repurposing?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/scrapecreators-content-repurposing?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/scrapecreators-content-repurposing/audit)
[](https://www.openagentskill.com/skills/scrapecreators-content-repurposing?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)ScrapeCreators
@scrapecreators
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K Starsgrill-me
A relentless interview to sharpen a plan or design.
256.6K StarsPermission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness