Experimental design

Strategic clinical trial design feasibility assessment using ToolUniverse.

wu-yc/LabClaw

A skill your agent uses when data needs statistical analysis.

Aperivue/medsci-skills

Simulation-based sample-size planning for neuroimaging studies using effect-size maps

NeuroAIHub/BrainPilot

A skill your agent uses when planning how many patients or cases a study needs before data collection (power analysis, IRB justification).

Aperivue/medsci-skills

A/B Testing Plan Generator. An agent skill from zubair-trabzada/ai-ads-claude.

zubair-trabzada/ai-ads-claude

A skill your agent uses when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user…

alirezarezvani/claude-skills

Designs adaptive clinical trials including group-sequential (O'Brien-Fleming, Pocock, Lan-DeMets spending), sample-size re-estimation (blinded Friede-Kieser, unblinded Cui-Hung-Wang, Mehta-Pocock…

GPTomics/bioSkills

Computes sample size and power for clinical trials including continuous, binary, and time-to-event endpoints; superiority, non-inferiority, and equivalence designs; FDA 2016 non-inferiority margin…

GPTomics/bioSkills

Assesses RNA-seq data quality specifically for alternative splicing analysis.

GPTomics/bioSkills

You must use this when selecting statistical tests, interpreting effect sizes, or conducting power analysis.

poemswe/co-researcher

Applies Judea Pearl's causal reasoning frameworks to distinguish correlation from causation, evaluate AI capabilities, and make counterfactual decisions.

K-Dense-AI/mimeo

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

rampstackco/claude-skills

A discipline for designing experiments (A/B tests, multivariate, holdouts) so the results actually answer the question you asked.

rampstackco/claude-skills

Research-method workflow guide for hypothesis framing, peer-review style critique, reproducibility planning, study-design checks, and scientific-writing structure.

DrugClaw/DrugClaw

Design and simulate adaptive clinical trials with interim analyses, decision rules, and operating-characteristic summaries; use when planning adaptive designs or comparing stopping, enrichment, or…

aipoch/medical-research-skills

Generate standardized figure legends for scientific figures and charts; use when preparing publication-ready legends that summarize design, variables, sample size, and key statistical notes.

aipoch/medical-research-skills

Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality checklists, or reporting…

aipoch/medical-research-skills

Guided statistical analysis for test selection, assumption checks, power analysis, and APA-style reporting.

aipoch/medical-research-skills

Determines the appropriate Risk of Bias assessment scale for a medical study based on its design (RCT, Cohort, etc.), using PubMed metadata lookup or text analysis.

aipoch/medical-research-skills

Designs genomics experiments so technical nuisance variation (batch, lane, plate, flow cell, operator, reagent lot, processing day) is balanced against the biological variable of interest and…

GPTomics/bioSkills

Controls error rates across thousands of simultaneous tests in genomics discovery using false-discovery-rate methods (Benjamini-Hochberg 1995; Benjamini-Yekutieli 2001 for arbitrary dependence…

GPTomics/bioSkills

Calculates statistical power for high-dimensional genomics experiments (bulk RNA-seq, scRNA-seq, ATAC-seq, ChIP-seq, methylation, proteomics) under negative-binomial count models using RNASeqPower…

GPTomics/bioSkills

Structures biological experiments so inference is valid by construction, covering Fisher's principles (randomization, replication, local control), the experimental-vs-observational unit distinction…

GPTomics/bioSkills

Estimates the minimum biological replicates (or cells/events) for a target power at a target FDR in genomics experiments using ssizeRNA, PROPER, powsimR for scRNA-seq, and pilot-data dispersion…

GPTomics/bioSkills

Designs QC, corrects signal drift, removes batch effects, filters features, normalizes samples, and imputes missing values for untargeted LC-MS/GC-MS metabolomics, framing each step as a measurement…

GPTomics/bioSkills

Performs probe filtering and sample-level QC on Illumina Infinium methylation arrays (450K / EPIC / EPICv2) to decide which probes and samples to trust.

GPTomics/bioSkills

Orchestrates an end-to-end CRISPR editing experiment design from target gene to delivery-ready, validatable constructs.

GPTomics/bioSkills

Dung khi can test co ky luat de biet phuong an nao thang that — chon dung mot bien de test, viet gia thuyet, tinh sample size, setup tracking, doc y nghia thong ke va ghi test log cho ads, landing…

minhnv0807/ai-business-skills

This skill covers Bayesian estimation and inference in quantitative social science.

brycewang-stanford/Auto-Empirical-Research-Skills

This skill covers applied microeconomic empirical methods and research design.

brycewang-stanford/Auto-Empirical-Research-Skills

Clinical study operations — protocol structure, endpoint selection, eligibility design, sample-size and power planning, site feasibility, and documentation readiness.

borghei/Claude-Skills

The analysis and lifecycle owner for experiments. An agent skill from ai-analyst-lab/ai-analyst.

ai-analyst-lab/ai-analyst

Write a hypothesis, define success metrics, and plan a holdout strategy.

amplitude/builder-skills

Write realistic usability task scenarios with success criteria and facilitation notes.

Owl-Listener/designer-skills

Query metadata and download data from ArrayExpress, EMBL-EBI's functional genomics collection, now hosted inside BioStudies.

ClawBio/ClawBio

A skill your agent uses when the user is planning a two-arm comparison (an A/B test, a simple RCT, a behavioral study, or a two-model/two-config evaluation) and needs to size it and preregister it…

gaasher/Agent-Loop-Skills

How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval.

BioTender-max/awesome-bio-agent-skills

A skill your agent uses when drafting an IRB or ethics research protocol.

Aperivue/medsci-skills

Design and analyze A/B tests: sample size, test duration, and statistical significance for conversion experiments.

borghei/Claude-Skills

You must use this when matching research questions to appropriate designs, sampling strategies, or validity controls — or when a research problem is stuck and needs creative reframing (cross-domain…

poemswe/co-researcher

Evaluating scientific evidence and claims. An agent skill from jaechang-hits/SciAgent-Skills.

jaechang-hits/SciAgent-Skills

Generates PI(E)COS structure (Population, Intervention, Comparator, Outcomes, Study Design) from Meta-analysis or study titles.

aipoch/medical-research-skills

Generate structurally realistic synthetic datasets for pipeline prototyping, test coverage, or prospective power analysis.

flonat/flonat-research

Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.

brycewang-stanford/Auto-Empirical-Research-Skills

Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X).

brycewang-stanford/Auto-Empirical-Research-Skills

Suede-owned measurement discipline for tracking plans, event and conversion instrumentation, UTM and campaign-parameter hygiene, and verification of what actually fires.

JasonColapietro/suede-creator-skills

Suede-affiliated in-product monetization design for paywall screens, feature gates, trial-expiry states, usage-limit prompts, and free-to-paid upgrade moments.

JasonColapietro/suede-creator-skills

ML paper pipeline: experiment design to submission. An agent skill from HezaoHezao/poirot.

HezaoHezao/poirot