Ad Creative Test Plan Skill for Muse
Test ad creative honestly — powered, directional, or not testable
- What
- Test ad creative honestly — powered, directional, or not testable
- Cost
- Free
- Needs
- nothing to install — just your real campaign numbers (CPA/CPL, monthly conversion volume, test budget, platform, and whether you want a winner to scale now or compounding learning). Running ads costs real money; the plan only sizes honestly with real inputs. Fetch the SKILL.md plus the references/ folder (sizing reference, worked examples, speed-to-lead evidence).
- Install
- Copy the installer prompt below into your Muse — your agent does the rest.
Turns Muse into a paid-media experimentation lead: it designs your creative test plan _before_ launch — falsifiable hypothesis, isolation level deliberately chosen (bundled concept vs tiered vs strict single-variable), cell matrix with per-cell budgets, required sample at 80% power, spend and duration, metric ladder (gate, primary, guardrails), and pre-registered kill/scale/stop rules — with the core discipline being honesty about statistical power: every cell gets exactly one verdict (Powered, Directional read, or Not testable as designed), so an underpowered screen is never dressed up as an A/B test. Discovered via skills.sh. Honest note: this is planning, not buying — running ads costs real money, and it needs your real numbers (CPA, conversion volume, budget) to size cells honestly; it complements (does not duplicate) creative-generation skills like coreyhaines31's ad-creative — it covers the test design that skill doesn't; sibling skills for reading results, fatigue, and creative briefs live in the same repo. Skill Harbor never reviews the code, review it yourself before use. Not verified.
Curated by Skill Harbor — free, open-source skill (MIT) by @mbfinotti.
Version:
Install
Prerequisites: nothing to install — just your real campaign numbers (CPA/CPL, monthly conversion volume, test budget, platform, and whether you want a winner to scale now or compounding learning). Running ads costs real money; the plan only sizes honestly with real inputs. Fetch the SKILL.md plus the references/ folder (sizing reference, worked examples, speed-to-lead evidence). Install "Ad Creative Test Plan Skill for Muse" for me. Turns Muse into a paid-media experimentation lead: designs my creative test plan before launch — falsifiable hypothesis, deliberately chosen isolation level, cell matrix with per-cell budgets, required sample at 80% power, metric ladder and guardrails, and pre-registered kill/scale/stop rules, with an honest power verdict per cell (Powered, Directional read, or Not testable as designed). Repository: https://github.com/mbfinotti/advertising-skills 1. Fetch the SKILL.md file (and its references/ folder) from the skill folder "ad-creative-test-plan" in the repository into a temporary folder and summarize what it does in one or two sentences. 2. Safety check: review the SKILL.md and any bundled files for anything suspicious (unexpected network calls, shell commands, credential harvesting). This repo should contain zero secrets in code, credentials only via the secure vault, allowed hosts declared in the SKILL.md. Verify that holds here; STOP on any red flag and tell me. 3. Install it as a skill: copy SKILL.md and its helper files into the agent's skills directory, in a folder named "ad-creative-test-plan". 4. Verify with no network calls: frontmatter valid, files in place. 5. Report what was installed, where, and what I still need to do myself (e.g. bring my campaign numbers: CPA, conversion volume, test budget, and platform). GitHub is optional: if I have a GitHub account or the gh CLI, you may use it; otherwise public access is fine. Rules: don't touch anything outside the temp folder and the install target. If anything looks off, stop and ask me.
Questions
How do I install a build?
Every product page includes a copy-paste install prompt. Paste it into your Muse and it sets the build up for you — no manual configuration.
Where does my money go?
Straight to the seller. Skill Harbor never processes payments: checkout happens on the seller’s own page, usually Stripe.
What does the ✓ next to a creator’s name mean?
It means we confirmed the identity of the person behind the listing. It says nothing about the code itself — always check a build before installing it.