principle-explain-the-number
De la autor
Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other than the work you think.
Instalare
npx skills add uzairansaruzi/p3-stack --skill principle-explain-the-number -a claude-code
Se instalează în .claude/skills/principle-explain-the-number/ · Fiecare comandă descarcă skill-ul direct de pe GitHub cu utilitarul open source skills.
Identic octet cu octet cu commit-ul scanat, cu licența depozitului și un fișier SOURCE.txt.
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Verificări de siguranță pe SKILL.md
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De ce 84
aiqbench calculează scorul de încredere din semnale publice. Nu este un audit de securitate, așa că citește un skill înainte să-l instalezi.
Skill-uri similare
Cele mai apropiate de acesta prin ce fac și când sunt folosite.
- benchmark-checklistmichael-denyer/pstack-claudeVet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.Altele★ 3.4K
- performance-optimizationDevelopersGlobal/ai-agent-skillsMeasure first, optimize second. Data-driven performance improvements with before/after benchmarks and production validation.Altele★ 215
- product-analyticsnahid-sparktales/agent-dispatcherDefine a product metric so it means one thing — event, denominator, population, window — and check the instrumentation exists before anyone reports a number. Use when asked "how do we measure this", when a funnel or activation/retention/conversion metric is being defined, when two dashboards disagree, or before adding tracking to a feature. Not for choosing what to build (prioritization), not for designing an A/B test (experimentation), and not for general data analysis of a dataset that is already trusted.Date★ 59
- principle-prove-it-worksmichael-denyer/pstack-claudeApply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not a proxy, self-report, or 'it compiles.'Productivitate★ 3.4K
- skill-evalhashgraph-online/awesome-codex-pluginsMeasure whether a skill helps by comparing runs with and without it. Use when: reading skill A/B results or deciding to keep, revise or remove one.Altele★ 1.4K
- verification-before-completionSummerEngine/summerRun verification and read its output before claiming work done, fixed or passing: evidence first.Altele★ 88
Note și recenzii
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