tiktok-ads-audience-analysis skillB
tiktok-ads-audience-analysis is agent-read markdown (skill) from coupler-io/skills: Use for "which audiences are working on TikTok", "is interest targeting worth it", "should I just go broad", "who is actually converting", "which age group should I bid on", "are my behaviour segments earning their spend", or "is my targeting or my creative doing the work" — even when the user never says "audience". This is the who-converts read: which segments earn their spend and whether targeting is buying anything the creative was not already buying. TikTok Ads only..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# TikTok Ads Audience Analysis **Tells you which audiences earn their spend on TikTok, and whether your targeting is doing any work the creative was not already doing.** TikTok is the one major platform where the honest answer to "which audience should I target" is often "none of them". Delivery is creative-led: the same video handed to a tight interest stack and to broad frequently lands on similar people at similar cost, and the tight stack pays a premium for the privilege. But nobody can prove that from Ads Manager, because the interface shows what was targeted, not what was reached — and those are different things once the system starts optimising. Meanwhile the audience report holds age, gender, interest and behaviour breakdowns that most accounts never open. **What you get back** - **A segment table ranked on cost per result**, not on volume, with the volume floor stated so you know which lines are real. - **The targeting-versus-creative read** — how much of the variance between ad groups is explained by who they targeted and how much by which video ran, computed across ad groups that share creative. …
Read the whole file at its exact version.
How to install
mdr add coupler-io/skills/tiktok-ads-audience-analysis@v1.0.0mdr add coupler-io/skills/tiktok-ads-audience-analysis@sha256:66e03a4a7560fcecPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_ara5btergqm5ix24)
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Versions
Audit of the latest version
- fail: No prompt-injection phrasing (matched: Do not tell the user)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13335 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 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
coupler-io/skills · 34 stars · license none · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ara5btergqm5ix24 GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/tiktok-ads-audience-analysis GET https://markdownregistry.com/api/v1/blob/66e03a4a7560fcec24b2fed7d37cd69226427ac301cc9dd71f22ad1280512f30
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