{"id":"cmv4cac8ydgfwad063b7xjwp6","slug":"experiment-designer","publicId":"d1bf31a4-5da0-4bdc-b1d0-836a3f20b493","name":"experiment-designer","description":"Design statistically rigorous A/B tests and interpret experiment results. Use when asked to design an experiment, run an A/B test, calculate sample size, interpret test results, or assess whether an experiment was successful. Produces a complete experiment design with hypothesis, sample size, run time, success criteria, and risk flags — or a results interpretation with ship/iterate/kill recommendation.","version":"","author":"mohitagw15856","license":"MIT","compatibility":"","status":"completed","overallGrade":"A","scannerVersion":11,"fileCount":1,"hasSkillMd":true,"hasScripts":false,"hasReferences":false,"hasEvals":false,"hasAssets":false,"sourceType":"github","sourceUrl":"https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/experiment-designer","createdAt":"2026-10-11T21:32:45.058Z","completedAt":"2026-10-11T21:32:45.057Z","visibility":"public","publishedAt":"2026-08-05T23:54:33.054Z","category":"","frameworks":[],"badgeStatus":"vettd","downloadCount":0,"verdictRationale":{"summary":"Skill failed: 0 hard fails in skill checks.","verdict":"fail","scanners":[{"source":"vettd","weight":1,"verdict":null},{"source":"cisco","weight":0.8,"verdict":"pass"}],"consensus":"pending","warnTriggers":[],"policyVersion":"consensus-v1","hardFailTriggers":[]},"verdictPolicyVersion":"consensus-v1","skillId":"cmsgqumbi0041ad075z5of4xw","findings":[{"id":"cmv4cac8ydgfxad06bysvnxug","source":"cisco","category":"security","label":"Skill does not specify a license","detail":"SKILL.md — Skill manifest does not include a 'license' field. Specifying a license helps users understand usage terms.","severity":"info","ruleId":"MANIFEST_MISSING_LICENSE","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"592f7ac7731768f0fd0bba83f30850f9","filepath":"SKILL.md"}],"scannerRuns":[{"source":"cisco","status":"success","verdict":null,"grade":"A","findingCount":1,"criticalCount":0,"highCount":0},{"source":"vettd","status":"success","verdict":null,"grade":"A","findingCount":0,"criticalCount":0,"highCount":0}],"user":{"name":"Justin Pacella","image":"https://avatars.githubusercontent.com/u/97124458?v=4"},"repository":{"owner":"mohitagw15856","name":"pm-claude-skills"},"freshness":{"status":"verified_unchanged","reason":null,"retryable":false,"renamedTo":null,"lastCheckedAt":"2026-10-21T17:20:41.169Z","lastVerifiedAt":"2026-10-21T17:20:41.169Z","lastChangeDetectedAt":"2026-10-11T21:31:03.594Z","scannedHash":"02ce8263b1b9203746799e8a7f12e91a2d37d3bc","latestUpstreamHash":"02ce8263b1b9203746799e8a7f12e91a2d37d3bc","nextCheckDueAt":"2026-10-22T16:56:09.951Z"},"signalCategories":[{"category":"safety","label":"Safety","form":"graded","verdict":null,"rows":[]},{"category":"reliability","label":"Reliability & Quality","form":"graded","verdict":null,"rows":[]},{"category":"performance","label":"Performance","form":"measured","verdict":{"form":"measured","magnitudes":[{"ruleId":"performance/static-context-tokens","label":"Static context tokens","value":892,"unit":null,"method":"tiktoken/cl100k_base/skill-md-body"}]},"rows":[{"origin":"signal","id":"cmv4cace5dgg4ad063b0ir9tg","subjectType":"skill_audit","subjectId":"cmv4cac8ydgfwad063b7xjwp6","relatedType":"","relatedId":"","dataCategory":"performance","sourceClass":"scan","source":"vettd","ruleId":"performance/static-context-tokens","severity":null,"label":"Static context tokens","detail":null,"valueNum":892,"valueText":null,"unit":null,"method":"tiktoken/cl100k_base/skill-md-body","derivation":null,"confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-11T21:32:44.000Z","payload":null},{"origin":"signal","id":"cmv4cach5dggyad06h2cjfu05","subjectType":"skill_audit","subjectId":"cmv4cac8ydgfwad063b7xjwp6","relatedType":"","relatedId":"","dataCategory":"performance","sourceClass":"scan","source":"vettd","ruleId":"performance/progressive-disclosure","severity":null,"label":"Progressive disclosure","detail":null,"valueNum":null,"valueText":"absent","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-11T21:32:44.000Z","payload":null}]},{"category":"cost","label":"Cost","form":"measured","verdict":null,"rows":[]},{"category":"compatibility","label":"Compatibility","form":"unjudged","verdict":{"form":"unjudged"},"rows":[{"origin":"signal","id":"cmv4caceedgg6ad06onc70ce9","subjectType":"skill_audit","subjectId":"cmv4cac8ydgfwad063b7xjwp6","relatedType":"","relatedId":"","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-environment-assumptions","severity":null,"label":"Declared environment assumptions","detail":null,"valueNum":null,"valueText":"","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-11T21:32:44.000Z","payload":null},{"origin":"signal","id":"cmv4cacfrdggiad06egu189qb","subjectType":"skill_audit","subjectId":"cmv4cac8ydgfwad063b7xjwp6","relatedType":"","relatedId":"","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-name","severity":null,"label":"Declared skill name","detail":null,"valueNum":null,"valueText":"experiment-designer","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-11T21:32:44.000Z","payload":null}]},{"category":"sentiment","label":"Popularity","form":"unjudged","verdict":null,"rows":[]},{"category":"characteristics","label":"Characteristics","form":"unjudged","verdict":null,"rows":[]}],"signalCount":24,"publisherSupplied":["name","description","author","version","license"]}