experiment-designer
Skill1 starsChanged 4 months agoNo licenceView on GitHub
Use when designing product experiments, A/B tests, holdouts, staged rollouts, quasi-experiments, or low-traffic validation, especially when statistical validity, metrics, sampling, stopping rules, or rollout risk affect a product decision.
14 other projects use a version of this.
Adopted by
Most recently taken up by
- darkweb19/skillstheir own version, first seen Nov 8, 2026
- Sach1ng/PM-operating-OStheir own version, first seen Nov 1, 2026
- fahadnari/Claude-skillstheir own version, first seen Oct 20, 2026
- stritar/skillstheir own version, first seen Sep 11, 2026
- RizwanZafaris/product-manager-OStheir own version, first seen Sep 3, 2026
- Hassaan146/claude-skillstheir own version, first seen Jul 25, 2026
Used with
Projects with it also use launch-readiness and stakeholder-update.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
pratikshadakeSkilllaunch-readiness
Audits whether a feature or product is truly ready for launch with a structured checklist and readiness status (Ready/At Risk/Not Ready). Use before any product launch to catch critical gaps.
Also in 3 projects that use this
AnthropicSkillstakeholder-update
Generate a stakeholder update tailored to audience and cadence. Use when writing a weekly or monthly status for leadership, announcing a launch, escalating a risk or blocker, or translating the same progress into exec-brief, engineering-detail, or customer-facing versions.
Also in 3 projects that use this
Other versions14 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 14
- Hassaan146/claude-skills★ 18same name
- DIAL-Studio/pm-agent-harness-kit★ 12same name
- Grafuja/Product-Manager-Skills★ 9same name
- RizwanZafaris/product-manager-OS★ 4same name
- WilliamWJHuang/ab-test-causal-inference-skills★ 4same name
- patonkikh/APES★ 3same name
- Sach1ng/PM-operating-OS★ 3same name
- Dokkabei97/forged-claude-code★ 2same name
- Hussain-Elfalah/Agentic-Skills★ 2same name
- ianklassen/ai-pm-system★ 1same name
4 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository19 other files it gives its agents.
- ai-app-eval-builderSkill
- bug-debugging-playbookSkill
- codebase-onboardingSkill
- code-review-assistantSkill
- competitive-research-briefSkill
- feature-discovery-interviewerSkill
- issue-to-prSkill
- launch-readiness-checklistSkill
- metric-diagnosisSkill
- microinteraction-motion-designerSkill
- prd-builderSkill
- prototype-brief-builderSkill
- refactor-with-safetySkill
- roadmap-prioritizerSkill
- skill-repo-release-verifierSkill
- spec-to-implementation-planSkill
- stakeholder-update-writerSkill
- test-generatorSkill
- user-feedback-synthesizerSkill
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