yt-audience-insights SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

yt-audience-insights from sergebulaev/youtube-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sergebulaev/youtube-skills/yt-audience-insights@git:20261015.ff05caa

Pins git:20261015.ff05caa in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sergebulaev/youtube-skills
Path
.codex-marketplace/youtube-skills/skills/yt-audience-insights/SKILL.md
Versions recorded
3
Latest version
git:20261015.ff05caa, committed Oct 15, 2026
First version recorded
Jul 14, 2026
Size
5,612 bytes
Repository stars
89
License
MIT

Read your YouTube audience from the comments: pull commenters and top comments on any video, surface recurring questions and themes (content ideas), repeat commenters (superfans), sentiment, and which comments to reply to or pin. Also channel stats and niche trending, via the free official YouTube Data API. Triggers on "who commented on my video", "analyze my comments", "audience insights", "trending on YouTube". Not for writing a community post (use yt-community-post-writer).

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# YouTube Audience Insights

Turn a video's comment section into a read on your audience: who is showing up, what they keep asking, who your repeat fans are, which comments deserve a reply or a pin, and what is working in your niche right now.

One honest limit up front: YouTube keeps the list of who **liked** a video private (only the aggregate count is public). So the engagement signal here is **commenters**, not likers. On YouTube the comment section is the richer signal anyway: it carries the questions, the objections, and the content ideas.

## When to use

- "Who commented on my video / analyze my comments"
- "What are people asking me / what should my next video be"
- "Who are my repeat viewers"
- "What is trending in [niche] on YouTube right now"

Not for drafting a community post (use `yt-community-post-writer`) or writing a title (use `yt-title-optimizer`).

## Setup (free, optional)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sergebulaev/youtube-skills/yt-audience-insights@sha256:18e3f06f9f323fde

The line at the top of this page pins the label git:20261015.ff05caa, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_pgwdp3qlzggnnma2.svg)](https://markdownregistry.com/a/art_pgwdp3qlzggnnma2)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Jul 14, 2026 and Oct 15, 2026, about one every 47 days.

versioncommittedcommitsizeaudit
git:20261015.ff05caa latest2026-10-15 ff05caa 5,612 BA view · diff
git:20260909.9ed0a302026-09-09 9ed0a30 5,066 BA view · diff
git:20260714.ad84fc72026-07-14 ad84fc7 5,056 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5612 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

sergebulaev/youtube-skills · 89 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pgwdp3qlzggnnma2
GET https://markdownregistry.com/api/v1/resolve?ref=sergebulaev/youtube-skills/yt-audience-insights
GET https://markdownregistry.com/api/v1/blob/18e3f06f9f323fde5ca9734a9b280c451aca5af5f87b2429be0d8b3d61c1c106

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in sergebulaev/youtube-skills

Other files named yt-audience-insights

yt-audience-insights SKILL.md skill
sergebulaev/youtube-skills · skills/yt-audience-insights/SKILL.md · Read your YouTube audience from the comments: pull commenters and top comments on any video, surface recurring…
git:20261015.ff05caa · audit A · 89 stars

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