Ad Test Designer
aaron-he-zhu/aaron-marketing-skills
A skill your agent uses when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"…
Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules.
Install Ads Test
$ npx skills add AgriciDaniel/claude-ads --skill ads-test -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AgriciDaniel/claude-ads ads-test --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-ads.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ads-test .claude/skills/ads-test && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ads-test" agent skill from https://github.com/AgriciDaniel/claude-ads/tree/main/skills/ads-test into .claude/skills/ads-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ads-test", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AgriciDaniel/claude-ads/tree/main/skills/ads-testType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AgriciDaniel/claude-ads --skill ads-test -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AgriciDaniel/claude-ads ads-test --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-ads.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ads-test .agents/skills/ads-test && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ads-test" agent skill from https://github.com/AgriciDaniel/claude-ads/tree/main/skills/ads-test into .agents/skills/ads-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ads-test", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AgriciDaniel/claude-ads --skill ads-test -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AgriciDaniel/claude-ads ads-test --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-ads.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ads-test .cursor/skills/ads-test && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ads-test" agent skill from https://github.com/AgriciDaniel/claude-ads/tree/main/skills/ads-test into .cursor/skills/ads-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ads-test", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AgriciDaniel/claude-ads.git --path skills/ads-test--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AgriciDaniel/claude-ads --skill ads-test -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AgriciDaniel/claude-ads ads-test --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-ads.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ads-test .gemini/skills/ads-test && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ads-test" agent skill from https://github.com/AgriciDaniel/claude-ads/tree/main/skills/ads-test into .gemini/skills/ads-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ads-test", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AgriciDaniel/claude-ads ads-testInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AgriciDaniel/claude-ads --skill ads-test -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-ads.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ads-test .github/skills/ads-test && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ads-test" agent skill from https://github.com/AgriciDaniel/claude-ads/tree/main/skills/ads-test into .github/skills/ads-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ads-test", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AgriciDaniel/claude-ads --skill ads-test -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AgriciDaniel/claude-ads ads-test --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgriciDaniel/claude-ads.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ads-test .opencode/skills/ads-test && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ads-test" agent skill from https://github.com/AgriciDaniel/claude-ads/tree/main/skills/ads-test into .opencode/skills/ads-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ads-test", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ads-test- GitHub stars
- 9.8k
- Token cost
- ~312 tokens
- SKILL.md length
- 112 words
- Files
- 1
- Skills in repo
- 32
- Repo updated
- First seen
- Licence
- MIT
At a glance
Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules.
- Works in 7 steps: State the decision, causal hypothesis,… → Check platform constraints, overlapping… → Calculate sample and duration from… → …
- Experiment design
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Statistical significance
What it does
Ads Test is an agent skill from AgriciDaniel/claude-ads. Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules. Use for A/B test, split test, experiment design, hypothesis, statistical significance, sample size, test duration, or experiment readout.
Its SKILL.md is about 310 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Marketing & SEO, covering A/B testing, Experimental design and Paid advertising. The repository describes itself as: Claude-first paid-media operations skill for Claude Code across 12 ad platforms (Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat… The licence is MIT.
When your agent uses it
- Experiment design
- Statistical significance
- Experiment readout
Example prompts
- “/ads-test”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- State the decision, causal hypothesis, treatment, control, randomization unit,
- Check platform constraints, overlapping experiments, conversion lag, seasonality,
- Calculate sample and duration from declared assumptions; disclose approximations.
- Change one decision surface unless the design explicitly estimates interactions.
- Pre-register exclusions, quality checks, analysis, and decision thresholds.
- For readout, verify assignment integrity and data completeness before estimating
- Return setup or readout in versioned JSON with a plain-language decision.
What it can do on your machine
Read from SKILL.md and the folder at commit ac21644. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ads Test loads about 312 tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 112 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from AgriciDaniel/claude-ads at commit ac21644, republished under its MIT licence (© AgriciDaniel). 112 words, ~312 tokens.
Download SKILL.mdSave it as
.claude/skills/ads-test/SKILL.md (or your agent's skills folder).- name
- ads-test
- description
- Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules. Use for A/B test, split test, experiment design, hypothesis, statistical significance, sample size, test duration, or experiment readout.
Paid Media Experiment
- State the decision, causal hypothesis, treatment, control, randomization unit, population, primary metric, guardrails, minimum effect, and stopping rule.
- Check platform constraints, overlapping experiments, conversion lag, seasonality, interference, and measurement quality.
- Calculate sample and duration from declared assumptions; disclose approximations.
- Change one decision surface unless the design explicitly estimates interactions.
- Pre-register exclusions, quality checks, analysis, and decision thresholds.
- For readout, verify assignment integrity and data completeness before estimating effect and uncertainty.
- Return setup or readout in versioned JSON with a plain-language decision.
Do not repeatedly peek and stop on a favorable result, call underpowered noise a winner, or generalize beyond the tested population.
© AgriciDaniel, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/ads-test of AgriciDaniel/claude-ads.
Open the folder on GitHubat commit ac21644
Compare with similar skills
Ads Test next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ads Test this skillAgriciDaniel/claude-ads | 9.8k | — | ~312 | Automated safety check: Pass | MIT | |
| Ad Test Designeraaron-he-zhu/aaron-marketing-skills | 2.9k | 2 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Creative Testing Frameworkindranilbanerjee/digital-marketing-pro | 855 | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Ab Test Analyzeririnabuht12-oss/marketing-skills | 3.9k | — | ~1.4k | Automated safety check: Pass | None | |
| Define Hypothesisproduct-on-purpose/pm-skills | 715 | — | ~966 | Automated safety check: Pass | Apache-2.0 | |
| A B Test DesignOwl-Listener/designer-skills | 2.9k | 1 repos | ~472 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Ads Test
What does Ads Test do?
Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules. Ads Test is an agent skill from AgriciDaniel/claude-ads. Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules.
When should I use Ads Test?
Ads Test fits situations like: experiment design; statistical significance; experiment readout.
How do I install Ads Test in Claude Code?
Run `npx skills add AgriciDaniel/claude-ads --skill ads-test -a claude-code`. Or copy the skill folder (skills/ads-test in AgriciDaniel/claude-ads) into .claude/skills/ads-test in your project. Claude Code loads it when a task matches its description.
How do I install Ads Test in Codex?
Run `npx skills add AgriciDaniel/claude-ads --skill ads-test -a codex`. Or copy the skill folder (skills/ads-test in AgriciDaniel/claude-ads) into .agents/skills/ads-test in your project. Codex loads it when a task matches its description.
Can I use Ads Test in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AgriciDaniel/claude-ads --skill ads-test -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ads-test, .gemini/skills/ads-test, .github/skills/ads-test and .opencode/skills/ads-test in your project.
What does Ads Test need to run?
SKILL.md names no scripts, command-line tools or credentials: Ads Test is instructions for the agent only.
Does Ads Test access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Ads Test safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Ads Test use?
Ads Test is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ads Test use?
About 312 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ads Test?
Skills that share tags, products or a category with Ads Test: Ad Test Designer (aaron-he-zhu/aaron-marketing-skills, 2.9k stars), Creative Testing Framework (indranilbanerjee/digital-marketing-pro, 855 stars), Ab Test Analyzer (irinabuht12-oss/marketing-skills, 3.9k stars) and Define Hypothesis (product-on-purpose/pm-skills, 715 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ads Test?
AgriciDaniel (a GitHub user) maintains it in AgriciDaniel/claude-ads, which has 9,791 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 7, 2026.
Source: AgriciDaniel/claude-ads on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.