Experimental design

Evaluate research rigor. An agent skill from weapp-tailwindcss/weapp-tailwindcss.

weapp-tailwindcss/weapp-tailwindcss

Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting.

spacering-net/codeg

Structures benchmark and evaluation papers around five pillars, with a completeness audit, an Introduction logic chain, a section skeleton and a pre-submission checklist.

HKUSTDial/Supervisor-Skills

Turns a refined research proposal into a claim-to-evidence-to-run-order roadmap instead of a sprawling benchmark wishlist.

zjYao36/Auto-Research-Refine

Sample-size and statistical power calculations for planning studies.

spacering-net/codeg

Builds a scoring-aligned outline for a mathematical modeling paper and a model selection plan with baseline, improvement and validation experiments.

yushui2022/MathModel-Skill

Chains research-refine and experiment-plan to turn a vague research direction into a focused proposal and a claim-driven experiment roadmap.

zjYao36/Auto-Research-Refine

Turns a broad metabolic modelling topic into a concrete, paper-shaped plan with organism, model, perturbations, metrics and figures before any FBA code is written.

aiming-lab/AutoResearchClaw

Plans, runs, and documents analytical method validation, verification, or transfer studies under ICH Q2(R2)/Q14, USP, ICH M10, CLSI EP, or ISO/IEC 17025.

K-Dense-AI/scientific-agent-skills

A skill your agent uses when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"…

aaron-he-zhu/aaron-marketing-skills

Critically review strategy drafts from edge-strategy-designer for edge plausibility, overfitting risk, sample size adequacy, and execution realism.

tradermonty/claude-trading-skills

Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable.

Oleafly/Oleafly

Turns a vague research direction into a focused, problem-anchored method plan through up to five review rounds with a second model.

zjYao36/Auto-Research-Refine

Experiment executor and monitor for academic research. An agent skill from Imbad0202/experiment-agent.

Imbad0202/experiment-agent

Statistical significance calculator for A/B test results with sample size requirements, segment breakdowns, and hypothesis generation.

irinabuht12-oss/marketing-skills

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.

Raidriar7170/hermes-skilleval

A skill your agent uses when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline numbers across abstract, introduction, results, and tables…

brycewang-stanford/Auto-Empirical-Research-Skills

Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs.

Oleafly/Oleafly

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology.

jimmc414/Kosmos

Defines a testable hypothesis with clear success metrics and a validation approach.

product-on-purpose/pm-skills

Convert a completed data-analysis conversation into evidence-backed, reproducible living research through the Krisk MCP server.

napjon/krisk

Design an A/B experiment — hypothesis, variants, primary metric, and sample size.

Owl-Listener/designer-skills

Design a statistically rigorous A/B or multivariate test plan — If/Then/Because hypothesis, control and variant specs, required sample size per variant (absolute vs relative MDE via…

indranilbanerjee/digital-marketing-pro

Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan…

voidful/academic-skills

Best practices for systematic research, source evaluation, and evidence gathering

vstorm-co/pydantic-deepagents

A skill your agent uses when checking a radiology or medical AI study design before drafting or submission.

Aperivue/medsci-skills

Produces ranked, evidence-grounded next steps when an ML experiment has stalled, drawing on a Leeroopedia knowledge base or on fetched docs and issues.

Leeroo-AI/superml

Plans research experiments in four progressive stages, from a first working implementation through baseline tuning and creative research to ablation studies.

lingzhi227/agent-research-skills

PhD-level expertise in data science, statistics, and machine learning.

magnus919/hermes-profiles

Methodology for market research and data collection, ensuring data quality and source traceability

chekusu/wanman

學術研究實驗設計技能——從研究假設到可重現實驗計畫的完整流程。當使用者需要規劃實驗、設計 ablation study、選擇 baseline、確定評估指標，或問「我應該跑哪些實驗」時，一定要使用此技能。觸發詞包括：實驗設計、experiment design、ablation、baseline、跑什麼實驗、evaluation metric、如何驗證方法。適用於機器學習、NLP、CV…

voidful/academic-skills

A skill your agent uses when the user wants to design experiments, plan ablation studies, structure baselines, or create incremental evaluation strategies.

fcakyon/phd-skills

Stress-test an academic research question, proposal, study design, analysis plan, manuscript claim, review protocol, or AI research project through a one-question-at-a-time interview until its…

Exekiel179/psyclaw

Applies the epidemiological reasoning and population-health frameworks of Albert Hofman (Harvard epidemiologist, Rotterdam Study).

K-Dense-AI/mimeographs

[production-grade internal] Optimizes AI/ML/LLM usage when you need model selection, prompt engineering, cost reduction, or experiment design.

nagisanzenin/production-grade

A skill your agent uses when designing or analyzing a controlled experiment — falsifiable hypothesis, sample size from an MDE, reading significance/CI/power, CUPED, or rescuing tests that won't go…

ericrisco/rsc-harness

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.

davila7/claude-code-templates

Calculate A/B test statistical significance. An agent skill from guia-matthieu/clawfu-skills.

guia-matthieu/clawfu-skills

A skill your agent uses when the user needs help with Vivado simulation strategy, flow selection, and debugging.

Shinei-Nouzen-Arch/FPGA-Agent

Mine and synthesize real top-journal scenario/vignette experiment patterns for behavioral research.

Drchronx/ai-agent-research-starter-kit

Design, plan, and analyze A/B tests with statistical rigor. An agent skill from OpenClaudia/openclaudia-skills.

OpenClaudia/openclaudia-skills

Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets.

tradermonty/claude-trading-skills

Design/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution.

huang-sir1/radiology-skills

Guides turning an observation into testable, falsifiable hypotheses with null and alternative statements, competing explanations and predictions tied to experimental design.

aiming-lab/AutoResearchClaw

AlphaEvolve expert consultant grounded strictly in the official reference guide.

Google-Cloud-AI/alphaevolve-on-googlecloud

Causal inference toolkit for when experiments are not possible: estimate treatment effects from observational data with assumption checks and mandatory caveats.

ai-analyst-lab/ai-analyst

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

Expert data scientist for advanced analytics, machine learning, and statistical modeling.

davila7/claude-code-templates