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Agent skill

Setup Content Studio

by techwolf-ai in techwolf-ai/ai-first-toolkit

Set up a new content studio for a person. An agent skill from techwolf-ai/ai-first-toolkit.

MITAuto-check passedWriting & Content

Install Setup Content Studio

skills CLI
$ npx skills add techwolf-ai/ai-first-toolkit --skill setup-content-studio -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install techwolf-ai/ai-first-toolkit setup-content-studio --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/content-studio/skills/setup-content-studio .claude/skills/setup-content-studio && rm -rf skills-src

Use ~/.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/

Facts

Skill name
setup-content-studio
GitHub stars
132
Token cost
~1.4k tokens
SKILL.md length
706 words
Files
4 (incl. references)
Skills in repo
29
Repo updated
First seen
Licence
MIT

At a glance

Set up a new content studio for a person. An agent skill from techwolf-ai/ai-first-toolkit.

  • Works in 10 steps: Gather Basic Information → Collect Example Posts → Research the Person Online → …
  • Asked to create a content studio for someone new
  • SKILL.md covers Overview, Step 1: Gather Basic Information, Step 2: Collect Example Posts and Step 3: Research the Person…, plus 8 more sections
  • Calls git and npm

What it does

Setup Content Studio is an agent skill from techwolf-ai/ai-first-toolkit. Set up a new content studio for a person. Copies the plugin template, adapts it to the person's voice, themes, and content types through interactive discovery. Use when asked to create a content studio for someone new.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/content-format.md`, `references/repo-setup.md` and `references/voice-analysis.md`).

It sits in Writing & Content. The repository describes itself as: Open-source Claude Code skills and Codex skills for AI-first work. Audit, re-engineer, and bootstrap projects with AI-first design principles. The licence is MIT.

When your agent uses it

  • Asked to create a content studio for someone new

Example prompts

  • “/setup-content-studio”

Requirements

  • Node.js

Workflow steps

10 steps, taken from the step headings in SKILL.md.

  1. Gather Basic Information
  2. Collect Example Posts
  3. Research the Person Online
  4. Analyze Their Voice and Style
  5. Ask Clarifying Questions
  6. Create the New Repository
  7. Populate with Published Content
  8. Install Dependencies and Verify
  9. Commit and Push
  10. Summary

What it can do on your machine

Read from SKILL.md and the folder at commit 2ee7841. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git
    • npm

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git and npm, which can reach the network depending on how they are called.

    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

Setup Content Studio loads about 1.4k tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 706 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.7k

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 passed

The automated check found no risky patterns in SKILL.md.

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 techwolf-ai/ai-first-toolkit at commit 2ee7841, republished under its MIT licence (© techwolf-ai). 706 words, ~1,415 tokens.

Download SKILL.mdSave it as .claude/skills/setup-content-studio/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
setup-content-studio
description
Set up a new content studio for a person. Copies the plugin template, adapts it to the person's voice, themes, and content types through interactive discovery. Use when asked to create a content studio for someone new.

Set Up Content Studio for a New Person

You are helping set up a thought leadership content studio for a new person, using the content-studio plugin as the template.

Overview

This is an interactive, multi-step process:

  1. Gather information about the person
  2. Research them online
  3. Ask clarifying questions about content preferences
  4. Create and configure the new repo
  5. Populate with their existing content
  6. Push to remote

Step 1: Gather Basic Information

Ask the user for:

  • Person's full name
  • Git repo URL for the new content studio (or ask where to create it)
  • LinkedIn profile URL (if available)
  • Their professional context (role, company, industry)

Step 2: Collect Example Posts

Ask the user to provide example content. This is critical for voice/style analysis:

"Please share 15-30 example posts from this person. You can provide them as:

  • A text dump of their LinkedIn posts (with engagement numbers if available)
  • URLs to their LinkedIn posts
  • A document with collected posts

The more examples, the better I can capture their voice. Include engagement metrics (reactions, comments, reposts) if you have them - this helps identify what resonates with their audience."

Do not proceed until you have at least 10 substantive example posts. Shares/reposts with minimal commentary don't count. Unless the person does not have at least 10 posts.

Step 3: Research the Person Online

Use WebSearch to find:

  • Their professional background and bio (company website, conference bios)
  • Education and career history
  • Speaking engagements, podcasts, publications
  • Areas of expertise and thought leadership topics
  • Any published articles or blog posts

Combine the online research with what you learn from their example posts.

Step 4: Analyze Their Voice and Style

Read references/voice-analysis.md for the full analysis framework covering writing style, content themes, and engagement patterns.

Step 5: Ask Clarifying Questions

Based on your analysis, ask the user questions to fill gaps. Use the AskUserQuestion tool with relevant options. Key questions to consider:

Content Types

If not clear from examples, ask:

"What types of content should the studio support?" Options: LinkedIn posts only / LinkedIn + blog posts / LinkedIn + blog + opinion pieces / Other

Languages

If not clear from examples:

"What language(s) should the content be in?" Options: English only / English + Dutch / English + [other] / Multiple

If opinion pieces are a content type, also ask which language the opinion pieces should be written in (it may differ from LinkedIn post language). Use this to set {{OPINION_LANGUAGE}} in guidelines/opinion.md.

Target Length

If the examples show a consistent pattern, confirm it. If not, ask:

"Their posts range from X to Y words. What's the ideal target range?"

Show full SKILL.md (281 more words)Show less
Publication Outlets

"Besides LinkedIn, where does this person publish?" (Blog, newspaper columns, industry publications, etc.)

Only ask questions where the answer isn't already clear from the example posts and research. Don't ask about things you can confidently infer.

Step 6: Create the New Repository

Read references/repo-setup.md for the full repository setup procedure, including template copying, file personalization, skill creation, and hook configuration.

Step 7: Populate with Published Content

Convert each example post into a YAML file. Read references/content-format.md for the file path convention and YAML structure.

If your agent supports sub-agents (e.g. Claude Code), use parallel Task agents to create posts in batches of 10 for efficiency. Otherwise (e.g. Codex), create the posts sequentially: the output is identical, it just takes longer.

Step 8: Install Dependencies and Verify

bash
cd content-studio
npm install

Test the scripts work:

bash
./scripts/search-posts.sh "keyword"
./scripts/list-published.sh linkedin-post

Step 9: Commit and Push

bash
git add .
git commit -m "Set up content studio for [Person Name]

Adapted from content-studio plugin with:
- Professional profile and writing guidelines for [Name]'s voice
- [N] published LinkedIn posts with full text and engagement metrics
- Skills for [list skills]
- Content types: [list types]

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>"

git push -u origin main

Step 10: Summary

Present a summary to the user:

  • What was created (content types, skills, post count)
  • Key themes identified
  • Voice characteristics captured
  • How to use the content studio (start with cd content-studio && npm run dev)
  • How to invoke Claude skills (/write-linkedin-post, etc.)

Key Principles

  • Voice fidelity matters most. The style guide and professional profile are the most important files. Spend time getting the voice right.
  • Infer before asking. If you can confidently determine something from the example posts (length, tone, themes), don't ask - just confirm.
  • Data-driven adaptation. Use engagement metrics to identify what works for this person specifically.
  • Less is more on content types. Only include content types the person actually creates. Don't add blog posts if they only post on LinkedIn.
  • The content studio app is generic. Never modify the React app - it works for all content types out of the box.

© techwolf-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (references) in plugins/content-studio/skills/setup-content-studio of techwolf-ai/ai-first-toolkit.

  • SKILL.md
  • references/content-format.md
  • references/repo-setup.md
  • references/voice-analysis.md

Open the folder on GitHubat commit 2ee7841

Compare with similar skills

Setup Content Studio 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.

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Avoid AI Writingconorbronsdon/avoid-ai-writing4.9k3 repos~8.1kAutomated safety check: PassMIT
JavaScript Concept Fact Checkerleonardomso/33-js-concepts67k1 repos~5kAutomated safety check: PassMIT
User-Facing Text Cleanupguillaumemeyer/watermarks-remover23k—~3.5kAutomated safety check: PassMIT
Install Anti Sloptrycompai/crm11k1 repos~881Automated safety check: PassMIT

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Categories

Questions about Setup Content Studio

What does Setup Content Studio do?

Set up a new content studio for a person. An agent skill from techwolf-ai/ai-first-toolkit. Setup Content Studio is an agent skill from techwolf-ai/ai-first-toolkit. Set up a new content studio for a person.

When should I use Setup Content Studio?

Setup Content Studio fits situations like: asked to create a content studio for someone new.

How do I install Setup Content Studio in Claude Code?

Run `npx skills add techwolf-ai/ai-first-toolkit --skill setup-content-studio -a claude-code`. Or copy the skill folder (plugins/content-studio/skills/setup-content-studio in techwolf-ai/ai-first-toolkit) into .claude/skills/setup-content-studio in your project. Claude Code loads it when a task matches its description.

How do I install Setup Content Studio in Codex?

Run `npx skills add techwolf-ai/ai-first-toolkit --skill setup-content-studio -a codex`. Or copy the skill folder (plugins/content-studio/skills/setup-content-studio in techwolf-ai/ai-first-toolkit) into .agents/skills/setup-content-studio in your project. Codex loads it when a task matches its description.

Can I use Setup Content Studio 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 techwolf-ai/ai-first-toolkit --skill setup-content-studio -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/setup-content-studio, .gemini/skills/setup-content-studio, .github/skills/setup-content-studio and .opencode/skills/setup-content-studio in your project.

What does Setup Content Studio need to run?

Going by SKILL.md and its folder, Setup Content Studio needs the command-line tools its instructions call (git and npm). Our summary lists: Node.js.

Does Setup Content Studio access the network?

SKILL.md contains no URLs. Its commands use git and npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Setup Content Studio safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Setup Content Studio use?

Setup Content Studio is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Setup Content Studio use?

About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.3k tokens, read only when the agent opens those files.

What are the alternatives to Setup Content Studio?

Skills that share tags, products or a category with Setup Content Studio: Humanizer (Azure-Samples/interview-coach-agent-framework, 172 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), JavaScript Concept Fact Checker (leonardomso/33-js-concepts, 67k stars) and User-Facing Text Cleanup (guillaumemeyer/watermarks-remover, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Setup Content Studio?

techwolf-ai (a GitHub organization) maintains it in techwolf-ai/ai-first-toolkit, which has 132 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on September 29, 2026.

Source: techwolf-ai/ai-first-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.