facebook-ads-structure-and-learning-review skillA
facebook-ads-structure-and-learning-review is agent-read markdown (skill) from coupler-io/skills: Use for "is my Meta account built right", "why are my ad sets stuck in learning", "do I have too many ad sets", "should I consolidate", "why won't this ad set exit learning", "I inherited this Facebook account, what's wrong with it", or "my delivery keeps restarting" — even when the user never says "structure". Covers how the account is organised and what that costs it in learning. Meta / Facebook 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
# Facebook Ads Structure and Learning Review **Tells you whether the account is cut into too many pieces to work, and what that is costing you.** Meta needs roughly fifty optimisation events per ad set per week to deliver stably. An account split into fourteen ad sets on a modest budget cannot give any of them that, so every one of them stays in the expensive part of its life permanently — and none of it shows up as an error. It shows up as erratic cost per result that nobody can explain, and as a monthly conversation about which audience is "not working" when the real answer is that there are too many of them. **What you get back** - **The event volume test** — for every ad set, weekly optimisation events against the fifty-event threshold, so you can see which ones can actually be judged. - **A fragmentation read** — ad sets and ads relative to budget, and what the budget per ad set would need to be for the structure to work at all. - **The reset ledger.** Which edits restarted delivery, when, and what the following days cost compared to the days before. - **Duplicate and near-duplicate ad sets** competing inside the same campaign. …
Read the whole file at its exact version.
How to install
mdr add coupler-io/skills/facebook-ads-structure-and-learning-review@v1.0.0mdr add coupler-io/skills/facebook-ads-structure-and-learning-review@sha256:1c63aec3382b597fPin 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_judf4e5ltby6w5gw)
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Versions
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 (11230 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
coupler-io/skills · 34 stars · license none · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_judf4e5ltby6w5gw GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/facebook-ads-structure-and-learning-review GET https://markdownregistry.com/api/v1/blob/1c63aec3382b597f34a2efeb5e81787ce4391aaf9491195e16b692f1c3334a35
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