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Configuring Experiment Analytics

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
Configures the analytics side of a PostHog experiment — exposure criteria (default `$feature_flag_called` vs custom exposure events), primary and secondary metrics, the supported metric types (count, sum, ratio with `math` and `math_property`, retention with `retention_window_start` and `start_handling`), multivariate user handling ("Exclude" vs "First seen variant"), and how to read results once the experiment is live. Use when the user adds or edits a primary or secondary metric (e.g. "add a secondary metric tracking 'downloaded_file' per user"), sets up a ratio metric (e.g. "revenue from purchase_completed / pageviews"), sets up a retention metric (e.g. "$pageview → uploaded_file, 7-day window"), configures custom exposure (e.g. "only count users who hit /checkout"), changes multivariate handling, or asks "who is in the analysis?", "how do I measure impact?", "is this winning?", "what's the confidence level?", or "should I ship?".

From the source SKILL.md

This skill answers: Who is included in the analysis? and How to measure impact?

What this skill does

Configuring Experiment Analytics is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/configuring-experiment-analytics/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user adds or edits a primary or secondary metric (e.g.

Who uses this skill

The Configuring Experiment Analytics Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/configuring-experiment-analytics
curl -L https://claudskills.com/skills/configuring-experiment-analytics/SKILL.md \
  -o ~/.claude/skills/configuring-experiment-analytics/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/configuring-experiment-analytics/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/configuring-experiment-analytics/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\configuring-experiment-analytics\SKILL.md on Windows. See the full install guide for step-by-step instructions.

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📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

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See pricing → Download desktop app

Frequently asked questions

How do I install the Configuring Experiment Analytics Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/configuring-experiment-analytics/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Configuring Experiment Analytics skill do?
Configures the analytics side of a PostHog experiment — exposure criteria (default `$feature_flag_called` vs custom exposure events), primary and secondary metrics, the supported metric types (count, sum, ratio with `math` and `math_property`, retention with `retention_window_start` and `start_handling`), multivariate user handling ("Exclude" vs "First seen variant"), and how to read results once the experiment is live. Use when the user adds or edits a primary or secondary metric (e.g. "add a secondary metric tracking 'downloaded_file' per user"), sets up a ratio metric (e.g. "revenue from purchase_completed / pageviews"), sets up a retention metric (e.g. "$pageview → uploaded_file, 7-day window"), configures custom exposure (e.g. "only count users who hit /checkout"), changes multivariate handling, or asks "who is in the analysis?", "how do I measure impact?", "is this winning?", "what's the confidence level?", or "should I ship?".
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Configuring Experiment Analytics skill?
Use Configuring Experiment Analytics when your Claude Code task falls under the Science & Research category — specifically in the science misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Configuring Experiment Analytics" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Configuring Experiment Analytics skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Configuring Experiment Analytics is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
PostHog. (2026). Configuring Experiment Analytics [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/configuring-experiment-analytics/
BibTeX
@misc{configuring-experiment-analytics-2026,
  author    = {PostHog},
  title     = {Configuring Experiment Analytics [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/configuring-experiment-analytics/}
}

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