Agent Skill
Ab Test Analysis skill
ab-test-analysisphuryn/pm-skillspm-data-analytics/skills/ab-test-analysis/SKILL.md
Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.
always on
54 tokname + description
once used
818 tokSKILL.md body
bundled files
0
repo stars
27kGitHub
Install the Ab Test Analysis skill
Skills CLI (Claude Code, Codex, Cursor and others)
npx skills add https://github.com/phuryn/pm-skills --skill ab-test-analysis
Claude Code, by hand (all projects)
git clone --depth 1 https://github.com/phuryn/pm-skills.git /tmp/pm-skills mkdir -p ~/.claude/skills cp -R /tmp/pm-skills/pm-data-analytics/skills/ab-test-analysis ~/.claude/skills/ab-test-analysis
For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.
What it costs your context
Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.
| When | What loads | Cost |
|---|---|---|
| Every session | Name and description | 54 tok |
| When the agent uses it | The SKILL.md instructions | 818 tok |
| Only if opened | No bundled files | — |
Until it is used, ab-test-analysis costs about 25× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 69 skills from phuryn/pm-skills would load 3,626 tokens of descriptions. Skills vs MCP study
Checks
Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.
Checked 2026-10-22 · method
What's inside
The headings of its SKILL.md. Read the full file on GitHub.
- A/B Test Analysis
- Context
- Instructions
- Further Reading
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