Best experimental design skills, page 2

Frames an epic as a testable if-then hypothesis with a target user, expected outcome, small discovery experiments and validation measures.

deanpeters/Product-Manager-Skills

Search and analyze academic literature. An agent skill from claude-office-skills/skills.

claude-office-skills/skills

A skill your agent uses for PhD-level expertise in data science, statistics, and machine learning: rigorous statistical analysis, experimental design, causal inference, advanced modeling, research…

magnus919/agent-skills

Finds usable public datasets, judges whether the data can support a research idea, and checks train and test splits for leakage before results are trusted.

Light0305/Light-skills

Sets up an autonomous research loop where an agent runs experiments on git branches, logs results and proposes the next iteration while you approve each hypothesis change.

LearnPrompt/andrej-karpathy-skills

经济金融实证方法设计。根据研究想法和REFINEDDESIGN.md，生成完整的实证研究设计方案，覆盖识别策略选择、样本构建、变量定义、稳健性检验清单和内生性处理方案。

csmar432/finai-research

A skill your agent uses when the user asks to "design an email A/B test", "set up a multivariate subject/CTA test", "run a send-time test", "build a hold-out group", or "is this email result…

aaron-he-zhu/aaron-marketing-skills

Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited.

Light0305/Light-skills

Applies the computational biology and AI-driven reasoning of Aviv Regev (computational biologist, Genentech, single-cell genomics).

K-Dense-AI/mimeographs

A skill your agent uses when drafting clinical trial protocol sections (objectives, background, study design) grounded in ICH guidelines (E6, E8, E9) and FDA regulations (21 CFR Part 312).

aws-samples/amazon-bedrock-agents-healthcare-lifesciences

Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.

wentorai/Research-Claw

Turn a refined GIScience / remote sensing / spatial data science proposal into a detailed, claim-driven experiment roadmap.

GRIND-Lab-Core/night_owl_research_agent

Calculates sample sizes and statistical power for study planning.

K-Dense-AI/scientific-agent-skills

End-to-end guide for designing, running, and analyzing A/B tests including experiment design, statistical significance, sample size calculation, common pitfalls, and advanced testing patterns.

FerroxLabs/wayland

Compare GWAS studies, perform meta-analyses, and assess replication across cohorts.

wu-yc/LabClaw

Content experimentation and A/B testing guidance covering experiment design, hypotheses, metrics, sample size, statistical foundations, CMS-managed variants, and common analysis pitfalls.

sanity-io/agent-toolkit

A skill your agent uses when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.

alirezarezvani/claude-skills

Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes.

alirezarezvani/claude-skills

A/B and multivariate testing methodology. An agent skill from thatrebeccarae/claude-marketing.

thatrebeccarae/claude-marketing

Run an end-to-end workflow that chains the skills refine-research and experiment-design.

GRIND-Lab-Core/night_owl_research_agent

A skill your agent uses whenever the user asks for a graphical abstract, mechanism illustration, study design schematic, concept explainer, scientific cover art, or any non-data academic image that…

Citrus-bit/Anaxa

End-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission.

RedWoodOG/Hermes-Desktop

Best practices for designing reproducible ML experiments. An agent skill from aiming-lab/AutoResearchClaw.

aiming-lab/AutoResearchClaw

Calculate Wilson Score confidence intervals for ranking items by positive proportion with sample size correction.

asgard-ai-platform/skills

Evaluates scientific claims and evidence quality. An agent skill from K-Dense-AI/scientific-agent-skills.

K-Dense-AI/scientific-agent-skills

Plans the ablation studies a paper needs after main results support its claim: Codex designs them like a reviewer, Claude Code checks feasibility and runs them.

wanshuiyin/Auto-claude-code-research-in-sleep

A skill your agent uses when maintaining experiment design, constraints, scenarios, implementation plans, or result schemas.

meamaturinlove221/TuringResearch_plus

Generates testable research hypotheses and experimental designs.

liangdabiao/claude-data-analysis-ultra-main

Design AlphaEvolve experiments for the Cloud API. An agent skill from Google-Cloud-AI/alphaevolve-on-googlecloud.

Google-Cloud-AI/alphaevolve-on-googlecloud

Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules.

AgriciDaniel/claude-ads

A skill your agent uses when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics and stopping rules.

sickn33/agentic-awesome-skills

Designs statistically valid split tests for ads, audiences, landing pages, or bid strategies.

irinabuht12-oss/marketing-skills

A skill your agent uses when designing a prospective clinical study before submission — selecting and classifying endpoints (primary / key-secondary / exploratory, with surrogate-endpoint flagging)…

alirezarezvani/claude-skills

A skill your agent uses when doing upstream market-research methodology — sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up (never a single unsourced number), planning a survey…

alirezarezvani/claude-skills

A skill your agent uses when planning and synthesizing product/user research as a method-and-repository discipline — selecting the right method for the goal (generative interviews vs usability test…

alirezarezvani/claude-skills

Compute statistical power, required sample size, and minimum detectable effect (MDE) for a study design, then write a registry-ready power section.

pedrohcgs/claude-code-my-workflow

Light 科研主线第 5 步·研究方案与实验设计：把 idea-critique 放行的 idea 与 data feasibility 拆成能真执行、能写进论文、 能复现的 question/estimand、实验矩阵与预注册包。何时用：idea 已通过审查要落地 / 要设计实验·消融·对比·敏感性· 泛化·鲁棒性 / 写研究方案 PROJECTPLAN / 锁 primary…

Light0305/Light-skills

How to read experiment results without fooling yourself. An agent skill from rampstackco/claude-skills.

rampstackco/claude-skills

Automatically discover research methodology skills when working with research methodology, literature review, systematic review, evidence synthesis, academic research, or experimental design.

rand/cc-polymath

Runs an honest EDA and signal audit — distributions first, heavy-tail handling, verdict-style mini-tests (CONFIRMED/OPPOSITE/MIXED/FALSE), sample-size floors.

flyrank-bih/flyrank-ml-internship-starter

Systematic pre-submission consistency audit for academic manuscripts in accounting/finance.

franklee16/academic-research-skills

Designs an A/B test or experiment with variants, success metrics, sample size, and duration for an existing hypothesis.

product-on-purpose/pm-skills

Design research plans and paper architectures. An agent skill from lingzhi227/agent-research-skills.

lingzhi227/agent-research-skills

Domain-specific statistical power analysis guidance for cognitive and neuroscience research, encoding effect size priors and sample size recommendations by modality

NeuroAIHub/BrainPilot

Advises on when to use DDM vs. An agent skill from NeuroAIHub/BrainPilot.

NeuroAIHub/BrainPilot

Sample-size planning for fMRI/EEG studies using effect-size benchmarks and simulation-based power

NeuroAIHub/BrainPilot

Framework for running single-variable cold email experiments.

growthenginenowoslawski/coldoutboundskills

Plot per-group distributions of continuous data using boxplots, violins, beeswarms, quasirandom jitter, and raincloud plots with sample-size honesty (Weissgerber 2015), KDE-bandwidth awareness, and…

GPTomics/bioSkills