tt-audience-insights SKILL.md skillA
tt-audience-insights from sergebulaev/tiktok-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sergebulaev/tiktok-skills/tt-audience-insights@git:20261015.e050b34Pins git:20261015.e050b34 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sergebulaev/tiktok-skills
- Path
skills/tt-audience-insights/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261015.e050b34, committed Oct 15, 2026
- First version recorded
- Jul 14, 2026
- Size
- 5,460 bytes
- Repository stars
- 83
- License
- MIT
Read your TikTok niche and audience from real data. Scan a hashtag for top videos with plays, likes, and comments, see which hooks and sounds are working, pull a profile's videos (yours or a competitor's), and read the commenters on a video (TikTok hides likers, so commenters are the signal). Powered by Apify, no login. Triggers on "what is trending on TikTok", "analyze this hashtag", "competitor videos", "read my comments", "which sounds are working". Not for writing a script…
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
# TikTok Audience Insights Turn real TikTok data into a read on what is working: which videos in your niche are exploding and why, what a competitor is posting, and what your commenters keep saying. The read layer sees actual play counts and comments instead of guessing. One honest limit: TikTok keeps the list of who **liked** a video private (only counts). The engagement signal here is **commenters + video performance**, which is where the niche's questions and objections live. ## When to use - "What is trending in [niche] on TikTok / analyze this hashtag" - "What is [competitor] posting / analyze their profile" - "Read the comments on this video" - "Which sounds and hooks are working right now" Not for writing a script (use `tt-hook-scripter`) or a caption (use `tt-caption-writer`). ## Setup (optional) …
Read the whole file at its exact version.
How to install
mdr add sergebulaev/tiktok-skills/tt-audience-insights@sha256:6c5c0b04c7057e68The line at the top of this page pins the label git:20261015.e050b34, 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.
[](https://markdownregistry.com/a/art_qyafkhrsv44vmizk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 14, 2026 and Oct 15, 2026, about one every 31 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.e050b34 latest | 2026-10-15 | e050b34 | 5,460 B | A | view · diff |
| git:20261015.2cf19b0 | 2026-10-15 | 2cf19b0 | 5,153 B | A | view · diff |
| git:20260909.ceb61a4 | 2026-09-09 | ceb61a4 | 4,611 B | A | view · diff |
| git:20260714.cedadfa | 2026-07-14 | cedadfa | 4,599 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5460 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
sergebulaev/tiktok-skills · 83 stars · license MIT · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qyafkhrsv44vmizk GET https://markdownregistry.com/api/v1/resolve?ref=sergebulaev/tiktok-skills/tt-audience-insights GET https://markdownregistry.com/api/v1/blob/6c5c0b04c7057e68fdc8452cfafc260c4bacc9e10197b31a4ba486eb2f8a7fc2
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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