pm-experiment-designer

pm-experiment-designer is a skill for Claude Code, Codex from SpaceZephyr/pm-skills. It costs 262 tokens per session (5,783 once invoked), scanned A, original, no licence file.

A tool for designing A/B tests, which compare two versions with different user groups, including the hypothesis, groups, metrics, sample estimate, and decision rules.

In plain words
What is it for?
Use it to plan split tests, gradual rollouts, controlled experiments, sample-size calculations, and experiment evaluation criteria.
Why use it?
It helps prevent unclear experiments and makes it explicit when to stop, how long to run, and what result counts as meaningful.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to plan split tests, gradual rollouts, controlled experiments, sample-size calculations, and experiment evaluation criteria.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/spacezephyr/pm-skills/pm-experiment-designer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add SpaceZephyr/pm-skills --skill pm-experiment-designer
Clone the repo
git clone --depth 1 https://github.com/SpaceZephyr/pm-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for pm-experiment-designer

README.md
[![agentmods](https://agentmods.dev/badge/skills/spacezephyr/pm-skills/pm-experiment-designer/github.svg)](https://agentmods.dev/skills/spacezephyr/pm-skills/pm-experiment-designer)
Your own site
<a href="https://agentmods.dev/skills/spacezephyr/pm-skills/pm-experiment-designer"><img src="https://agentmods.dev/badge/skills/spacezephyr/pm-skills/pm-experiment-designer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for pm-experiment-designer

Your own site · 80×15
<a href="https://agentmods.dev/skills/spacezephyr/pm-skills/pm-experiment-designer"><img src="https://agentmods.dev/badge/skills/spacezephyr/pm-skills/pm-experiment-designer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 262 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,783 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00262 $0.05783
Opus 5 $0.00131 $0.02891
Sonnet 5 $0.00052 $0.01157
Haiku 4.5 $0.00026 $0.00578

Measured 12d ago against content hash ff0329a08685, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

pm-experiment-designer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

pm-experiment-designer/SKILL.md · 530 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 530 lines · 262 tokens per session scan A ff0329a08685

Subscribe to this mod's changes

pm-experiment-designer is a skill published in the GitHub repository SpaceZephyr/pm-skills (1,068 stars, last pushed 2mo ago), with no licence file. It adds 262 tokens to every session and 5,783 once invoked, about $0.0013 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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