Guide · Agent skill

How to use the AI Content Quality Audit agent skill

Updated 2026-10-29 · written with AI from the project's own documentation and checked against our catalogue data

The ai-content skill is a checklist that an AI agent follows when it reviews text drafted by AI before that text goes live on a website. It checks whether the content adds real value, verifies factual claims and suggests rewrites that add original research, experience and a distinct brand voice. This guide shows you how to install it, how to ask for an audit in plain language, and what to expect from the result.

AI Content Quality Auditthedaviddias/Front-End-Checklist · MIT Download the skill

Quick start

1Download the ZIP. Get the ai-content skill as a ZIP file from the page.
2Unzip into a skills folder. Extract it into ~/.claude/skills/ for personal use or into a project's .claude/skills/ folder.
3Or upload in the Claude apps. Go to Settings → Capabilities → Skills and upload the ZIP.
4Ask for an audit. Describe the draft in plain words and ask for a review of value, accuracy and voice.
5Verify the claims. Check every factual claim the agent flags against trusted sources or an expert.
6Revise and re-check. Add original research or experience, then ask the agent to audit the revised version.

What the ai-content skill makes the agent do

An agent skill is a folder of instructions that an AI agent such as Claude can load when a task matches the skill's description. This one is built around the idea that search engines favour helpful, people-first content, and that unedited AI text often lacks the depth and accuracy needed to rank well.

When the skill is active, the agent reviews the content for accuracy, unique value and a human-like voice. It checks that the text is not simply a rewrite of articles that already rank, verifies factual claims, and proposes rewrites that add original research, personal experience and a unique brand voice.

Check: does the page offer value beyond what an AI model produces by default?
Fix: rewrite AI-generated sections with original research, experience and brand voice.
Explain: why human oversight is needed for AI text to meet SEO quality standards and reader expectations.
Code review: look at metadata, rendered HTML, structured data and response headers on search-facing pages, and flag the routes or templates that break the rule.

Install the ai-content skill

Download the skill as a ZIP file from our page. Then choose one of the two install options below. The skill is named ai-content and its folder contains SKILL.md and references/rule.md.

For a personal install that works across your projects, unzip the folder into ~/.claude/skills/. To limit the skill to one project, unzip it into that project's .claude/skills/ folder instead.

If you use the Claude apps, you can instead upload the ZIP under Settings → Capabilities → Skills.

Personal: ~/.claude/skills/
Single project: .claude/skills/ inside the project
Claude apps: Settings → Capabilities → Skills, then upload the ZIP

How to trigger the skill with natural requests

You do not need a special command. The skill's description tells the agent when to use it: auditing metadata, crawlability, structured data or indexability related to AI-generated content. Describe what you want in plain words and name the content or file you care about.

Good requests say what the text is for and what you want back, for example a list of weak sections, a check of factual claims, or suggested rewrites. If you also want the page's technical output reviewed, say so and point the agent at the template or the rendered page.

Please audit this draft for accuracy, original value and voice before we publish it.
Check whether this AI-written article is just a rewrite of what already ranks, and suggest changes.
Review the blog post template and tell me which pages might show AI-generated text without real expertise.
Verify the claims in this article and mark any that need a source or expert review.

What you get back and an example workflow

Expect the agent to report on the draft against the checks above, then propose specific rewrites. Treat the output as an editorial review. A human editor should decide what to change and confirm every fact.

The source's own example shows the human signals the skill looks for: a byline naming the author and their role, a fact-check date, and first-person statements about real experience. Adding these only helps if they are true.

Step 1: paste or point to the draft and ask for an audit.
Step 2: read the flagged claims and sections.
Step 3: add original research, examples or experience where the agent found thin content.
Step 4: ask the agent to re-check the revised draft, then have a person sign off.

<article>
  <header>
    <h1>Advanced TypeScript Patterns</h1>
    <div class="meta">
      <span>By Jane Smith, Senior Engineer</span>
      <span>Fact-checked on October 20, 2023</span>
    </div>
  </header>
  <p>In this article, we'll explore patterns I've used in production at ScaleTech...</p>
</article>

Safety notes: scripts and network access

This skill does not run scripts and does not use the network, according to its listing. It needs no other tools or packages to be listed. Its files are instructions in SKILL.md and references/rule.md.

Because the skill only guides the agent, the verification it asks for is still your job. The agent can flag a claim as unverified, but it does not supply sources, so check facts yourself using trusted references.

Runs scripts: no
Uses network: no
Requires: nothing listed
Files: references/rule.md, SKILL.md

Tips for better audits

Give the agent the whole page, not just a paragraph, so it can judge depth and structure. For search-facing templates, ask it to check the rendered HTML and HTTP response as well as the source files, since the skill's description asks for that verification.

Keep your edits tied to real knowledge. Rewrites that invent experience or fake a fact-check byline would break the skill's own guidance.

Paste the complete draft, with headings.
Ask for flagged routes or templates when reviewing code.
Re-run the audit after each substantial rewrite.

What people use it for

Reviewing an AI-assisted article for unique value before a content team publishes it.
Checking whether a draft is too close to articles that already rank.
Flagging factual claims that need a source or expert review.
Reviewing blog or CMS templates for search-facing AI-generated text lacking expertise signals.

Frequently asked questions

How do I install the ai-content agent skill?

Download the ZIP from the page and unzip it into ~/.claude/skills/ for personal use, or into a project's .claude/skills/ folder. In the Claude apps, you can upload the ZIP under Settings → Capabilities → Skills.

What does the ai-content skill require?

The listing says it requires nothing beyond the skill itself. It does not run scripts and does not use the network.

Is the ai-content skill free?

The skill is licensed under MIT. The source material does not describe pricing, so check the directory page for any current terms.

Will using this skill guarantee better search rankings?

No. The skill gives editorial guidance based on search engines' preference for helpful, people-first content. It is not a ranking promise, and search engine rules change.

Can the skill fact-check specialised medical or legal content?

Not on its own. It asks the agent to verify claims but does not supply sources, so expert review is still needed for specialised, legal or medical content.

How is this different from a general SEO checker?

This skill focuses on whether AI-drafted content adds real value, is accurate and has a distinct voice. It also includes a code-review section for metadata, rendered HTML, structured data and response headers, though that guidance is mostly general.

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Our verdict

Choose this skill if you are a content team or website owner who wants a structured quality pass on AI-assisted pages before launch, or a developer checking search output from templates. Skip it if you need guaranteed rankings or authoritative fact-checking for specialised legal or medical content, since it gives editorial guidance and expects a human expert to verify claims.

Download the skill