experiment-readout
Analyze and communicate A/B tests or product experiments, including hypothesis, guardrails, sample ratio, metric definitions, effect size, uncertainty…
Skill by wdzhwsh4067
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/wdzhwsh4067-experiment-readout
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/experiment-readout
What's inside
- Skill name
experiment-readout- Description
- Analyze and communicate A/B tests or product experiments, including hypothesis, guardrails, sample ratio, metric definitions, effect size, uncertainty, segmentation, caveats, and launch recommendation.
- License
- MIT
- Instructions
- 20 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Experiment Readout Use this skill for experiment interpretation and stakeholder updates. ## Workflow 1. Extract hypothesis, variants, assignment unit, exposure window, metrics, and guardrails. 2. Check sample ratio, missing data, novelty effects, segment imbalance, and metric peeking. 3. Separate statistically clear results from directional signals. 4. Recommend ship, iterate, stop, or re-test. ## Output Return `Experiment summary`, `Results table`, `Validity checks`, `Decision`, and `Follow-up analysis`.
From wdzhwsh4067/data-analyst-skills, MIT.
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Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- May 15, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Define business, product, growth, finance, and operations metrics with grain, denominator, filters, time window, edge cases, owner, and decision use.
SkillCFreshness: C★ 2Claude Code +9 - 0.467score
dashboard-spec
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SkillCFreshness: C★ 2Claude Code +9 - 0.467score
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Cite this page
experiment-readout skill. Agent Mart. https://agentmart.dev/skills/wdzhwsh4067-experiment-readout (last updated 2026-10-24)