roas-forecasting SKILL.md skillA
roas-forecasting from irinabuht12-oss/marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add irinabuht12-oss/marketing-skills/roas-forecasting@git:20261027.b3bdcd6Pins git:20261027.b3bdcd6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- irinabuht12-oss/marketing-skills
- Path
skills/roas-forecasting/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261027.b3bdcd6, committed Oct 27, 2026
- First version recorded
- Sep 8, 2026
- Size
- 2,780 bytes
- Repository stars
- 6,900
- License
- none declared
Projects your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from your historical data, and planned budget or campaign changes. Gives you a range with confidence intervals, not a single number pretending to be precise. Platform: Google and Meta.
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
# 19/ ROAS Forecasting — Google + Meta ## What it does Projects your ROAS for the next 30, 60, and 90 days based on current performance trends, seasonality patterns from your historical data, and planned budget or campaign changes. Gives you a range with confidence intervals, not a single number pretending to be precise. ## How it works Claude takes your trailing performance data, identifies the trend line (improving, declining, or stable), overlays seasonal patterns from the same period in prior years if available, and factors in any known upcoming changes (budget shifts, new campaigns, creative launches). It produces a forecast range showing best case, expected case, and conservative case. ## Practical example …
Read the whole file at its exact version.
How to install
mdr add irinabuht12-oss/marketing-skills/roas-forecasting@sha256:2af236e925b9a719The line at the top of this page pins the label git:20261027.b3bdcd6, 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_4k2eiboybvhrcryt)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 8, 2026 and Oct 27, 2026, about one every 48 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.b3bdcd6 latest | 2026-10-27 | b3bdcd6 | 2,780 B | A | view · diff |
| git:20260908.cc021ba | 2026-09-08 | cc021ba | 2,733 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 (2780 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
irinabuht12-oss/marketing-skills · 6,900 stars · license none declared · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4k2eiboybvhrcryt GET https://markdownregistry.com/api/v1/resolve?ref=irinabuht12-oss/marketing-skills/roas-forecasting GET https://markdownregistry.com/api/v1/blob/2af236e925b9a7193a70b2b3532cacbba5b59dbf9140309e9635f43c9d4306e1
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.