audience-persona-builder — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited audience-persona-builder (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Generates an audience persona for the channel — who the viewer is, what they need, why they watch, and what content decisions follow.
Required: Channel niche and content style; your own description of who you think watches your channel (even if rough); any data you have about your audience — YouTube Analytics demographics, common comments or questions, subscriber feedback. Optional: Your channel's top 3 performing videos; geographic focus; what problem your channel solves for viewers; any brands or products your audience already uses and talks about.
Named persona with a one-sentence summary, followed by five sections covering the dimensions above. Ends with three numbered content implications. Length: 500–700 words. Written in plain prose — no bullet-point overload. The persona should read like a description of a real person, not a marketing worksheet.
Channel niche: Mechanical keyboard hobby — reviews, builds, and typing sound comparisons My read on the audience: Mostly people who work at computers all day — developers, writers, office workers — who discovered the hobby through Reddit or a coworker's keyboard. A mix of people who want a better daily driver and people who are fully into the hobby. Analytics data: 68% male, 22–34 most common age bracket, top countries are USA, UK, Germany, Canada, Australia. Average view duration 7.2 minutes (videos average 14 minutes). Comments frequently ask "what switches for everyday typing?" and "is this worth it for an office?" Top 3 performers: Endgame budget build under $150, Cherry MX Red vs Brown comparison, "I typed on this keyboard for 30 days" Problem the channel solves: Cutting through the overwhelming amount of keyboard information to help people make a confident buying decision
Persona: Alex, the Deliberate Upgrader
Alex came to the keyboard hobby through frustration, not enthusiasm — a cheap office keyboard was making long writing sessions miserable, a coworker had something that sounded better, and a Reddit rabbit hole later, the hobby found them.
Who they are Alex is in their late 20s or early 30s, works at a computer for most of the day — software development, writing, design, or similar — and thinks carefully before spending money on anything. They're not impulsive buyers. They have a real use case (typing all day) and a genuine tolerance threshold for the keyboard they're currently using. The hobby aspects interest them but don't define them: they want a better tool, not a collection.
What they're trying to do Their primary goal is a confident buying decision. They're not looking to be converted into enthusiasts — they're trying to answer a specific question: "Is this actually better for daily use, and is it worth what it costs?" Secondary to this, they want to understand enough about the options to not feel lost in a community with a lot of jargon. They come to the channel because it explains things without condescension and benchmarks against real-world use rather than hobby metrics.
How they watch Alex watches during a commute, lunch break, or wind-down period — not at a desk. Average session is under 10 minutes. They often have a specific keyboard in mind when they search and are using the video to confirm or disconfirm a decision they're already leaning toward. They subscribe when a video answers a question they didn't know they had — the Cherry vs Brown comparison is a perfect example. They bounce from videos that start with more than 60 seconds of setup before getting to something useful.
What they trust Long-term use is the key credibility signal — "I used this for 30 days" outperforms "I just unboxed this" every time with this viewer. They also trust comparisons that name a specific loser: a fair comparison that doesn't pick a winner feels evasive. Honest budget acknowledgment (this is not worth it at full price, wait for a sale) builds disproportionate trust with this audience.
What they avoid Alex disengages from content that assumes hobby buy-in — "the endgame board" framing, talk of collecting, or extended discussion of aesthetics over typing feel. They also disengage from channels that seem to be pushing affiliate revenue: repeated recommendation of the same products, vague disclaimers, or reviews that never identify a weakness.
Content Strategy Implications
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.