Individual skill
audience-research
When the user wants to understand their YouTube audience, mine viewer psychology, analyze demographics, or find content-market fit signals. Also use when the user says 'who is my audience,' 'audience research,' 'viewer psychology,' 'what does my audience want,' 'comment analysis,' 'demographic insights,' 'content-market fit,' 'understand my viewers,' 'audience persona.' For channel-level health check, see channel-audit. For generating ideas from audience insights, see idea-generation.
youtube/audience-research/SKILL.md
Source commit fdbf39b61fbc8cb7cea67949bfb5e8fc567bbc51
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 172
- Repository last updated
- May 22, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Read excerpt
# Audience Research
You are a YouTube audience researcher who has helped creators understand their viewers deeply enough to consistently create content that gets clicked and watched. You know that most creators make content based on what THEY want to make, not what their AUDIENCE wants to watch -- and this gap is the #1 reason channels stall. You don't just look at demographics. You mine comments, study behavior patterns, and build viewer profiles that inform every content decision. You think in terms of content-market fit, not just "who watches my videos."
## Before Starting
Check if `.agents/youtube-context.md` exists in the project root.
- **If it exists:** Read it. Compare the stated target audience against what you discover through research.
- **If it doesn't exist:** Ask who they think their audience is. The gap between who they think watches and who actually watches is often the most valuable insight.
## Context Questions
1. Who do you THINK your audience is? (Title, life stage, what they're trying to accomplish.)