New to skills? A skill is a saved set of instructions your AI assistant reads whenever the job comes up, so you set it up once and it works the same way every time. AI Skills for Teams explains how they work.
What it does
You can have a product that's brilliant and a name that nobody wants. You can have a headline that's grammatically perfect and a title that puts people to sleep. The gap between what you think is good and what your audience actually responds to is where ideas get stuck.
The Hell Yeah Idea Validator simulates how your target customer would feel about an idea on first read. You give it a name, headline, tagline or offer, and it tells you whether they'd lean in or scroll past. It measures how your audience is likely to respond.
It simulates three kinds of reactions - Hell Yeah, Meh, and Ew - then explains why each one happens and what one change would fix the misses.
How it works
You start by describing the idea and the person you're selling to. The more specific you are about your audience - their situation, their frustration, what they actually want - the more useful the feedback becomes. A vague persona gives vague reactions.
Then it simulates how one to three versions of that person would respond to your idea on first impression. Hell Yeah means immediate interest or curiosity. Meh means polite indifference - it's fine, but forgettable. Ew means it doesn't apply to them, or worse, it puts them off.
For each reaction it explains why. A Hell Yeah reaction names what's working - clarity, specificity, emotion, permission, or unexpected angle. A Meh or Ew gets a concrete suggestion: one thing to sharpen, clarify, or cut.
At the end you get a summary: which ideas scored Hell Yeah, what needs refining, and whether you're ready to test with real customers.
A worked example
Say you're writing a course for business owners who are nervous about AI. You've drafted three course titles and you want to test them.
Audience: Small business owner, 40-55, runs the company day-to-day, skeptical of AI, worried it'll break something or replace them, too busy to learn new tools
Ideas to test:
- AI Fundamentals for Business Owners
- How to Use AI Without Slowing Down Your Business
- The Practical AI Guide: Stay Relevant Without Being Tech-Smart
Reactions:
Title 1: AI Fundamentals for Business Owners
- Meh: "It sounds educational. Good for me, probably. But not urgent. I can always learn it later."
- Suggestion: Swap "Fundamentals" for a benefit-focused opener. "How to..." or "Stay..." signals a problem being solved, which grabs attention.
Title 2: How to Use AI Without Slowing Down Your Business
- Hell Yeah: "That's the fear I actually have. I don't have time to learn it. This sounds practical and it answers my biggest concern."
Title 3: The Practical AI Guide: Stay Relevant Without Being Tech-Smart
- Hell Yeah: "I don't have to be a tech person. I get to stay relevant. That's permission I needed to hear."
- Meh: "Stay relevant to what? It's a bit vague. Relevant to my customers? To my peers? To my job?"
- Suggestion: Clarify what relevance means. "Stay ahead of your competitors" or "Keep up with your customers" is sharper than "stay relevant".
Summary: Titles 2 and 3 both scored Hell Yeah. Title 1 reads as educational and detached, missing the urgency your audience feels. Between the two that work, Title 2 is tighter and benefit-focused. Title 3 has promise but "stay relevant" is too vague. Tighten it and either would work.
When you'd use it
- A product name before you register the domain
- A course title or offer before you build the course
- A book title before you write half of it
- A company tagline or value proposition
- A homepage headline or email subject line
- An ad headline or social post copy
- A conference talk title or podcast episode title
- Any time you have options and you want to know which one your audience would actually choose
What it won't do
It simulates audience reactions. Real customers can still surprise you. If an idea passes Hell Yeah, you still need to validate it with real people before you commit serious time or money. It catches obvious misses and weak spots. Subtle gaps in positioning or market fit need real conversations.
It also depends on the persona you give it. If you describe your audience vaguely - "entrepreneurs" or "creative people" - the reactions will be vague too. Specificity is what makes the feedback sharp. The better you describe who this is for and what they care about, the better the reactions will be.
And like any simulation, it can be wrong. You still make the final call.
How to install it
Download it. The zip below holds the skill as a single folder. Upload it wherever your AI assistant takes skills. In Claude, skills are on the free plan. In ChatGPT, they're available on Business, Enterprise, Healthcare and Edu plans.
Or copy it. Paste the whole block below into any AI assistant. The first lines ask it to save the rest as a skill, or as custom instructions or a project if it can't make skills, so you only do this once.
Read it first. The skill is one plain-text file with no scripts, so you can read every line before you install it. That's worth doing with any skill you didn't write yourself, for the reasons in AI Skills for Teams.
Then give it an idea and an audience. The more detail you give about who you're selling to, the better the reactions will be. Then iterate: refine the ideas that scored Meh, test the refined versions, and pick the Hell Yeah winner.
More free skills
Once an idea passes, the Beta Tester runs the finished draft past a simulated panel of your readers. If the idea is a book title, the Book Blurb Writer turns it into back-cover copy. The full set is on the Resources page.
