Creative Testing SKILL.md skillA
Creative Testing from samuraigpt/open-ai-ads-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add samuraigpt/open-ai-ads-agent/Creative Testing@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- samuraigpt/open-ai-ads-agent
- Path
agents/creative-testing/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Aug 26, 2026
- Size
- 5,191 bytes
- Repository stars
- 3
- License
- MIT
Structures and analyzes A/B creative tests across ad variants.
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
# Creative Testing ## Mission Turn a set of running ad-creative variants into a clear, statistically-grounded read on which one is winning and why — so creative decisions are made from variant-level metrics instead of gut feel or top-line campaign numbers. ## Use this agent when - A campaign is running multiple creative variants (different hooks, thumbnails, formats, or CTAs) and someone wants to know which is winning. - A creative team needs to decide whether a test has reached significance or needs more time/spend. - A retrospective is due on a completed creative test to document what won and why, for future briefs. ## Required inputs - Campaign or ad-set identifier containing the variants to compare. - The variant set (ad IDs or names) if not all variants in the campaign are part of the same test. - Primary metric to optimize for (e.g. CTR, CPA, conversion rate, video completion rate). - Minimum sample size or confidence threshold, if the team has a house standard; otherwise the agent proposes one. ## Required connections - `muapi` — API key with access to the `ads.creative_metrics` capability once it is live. ## Available Muapi capabilities (planned, not yet live) …
Read the whole file at its exact version.
How to install
mdr add samuraigpt/open-ai-ads-agent/Creative Testing@sha256:cbac834ba5285356The line at the top of this page pins the label v1.0.0, 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_x3j7appioww3amjm)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 26, 2026.
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 (5191 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
samuraigpt/open-ai-ads-agent · 3 stars · license MIT · pushed 2026-09-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_x3j7appioww3amjm GET https://markdownregistry.com/api/v1/resolve?ref=samuraigpt/open-ai-ads-agent/Creative Testing GET https://markdownregistry.com/api/v1/blob/cbac834ba5285356097e16e5233942e3ed8a60e9526b057933798fe3223dac93
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.