Skills tagged: reproducibility

• research-summary - Research Project Technical Summary Generator

  researchdocumentationreproducibilitytechnical-writing

  ★ 30 · Updated 2026-09-22

  Guides users through a workflow to generate reproducible technical notes, troubleshooting logs, recording guides, and code archives.

  ⚙ Collect project overview details⚙ Generate technical summary notes⚙ Document troubleshooting process logs
• targets-r - Reproducible analysis pipelines with targets in R

  rtargetspipelinereproducibility

  ★ 15 · Updated 2026-09-20

  Provides guidance and patterns for constructing, debugging, and running reproducible data analysis pipelines using the targets R package.

  ⚙ Write reproducible analysis pipelines⚙ Define targets with tarchetypes factories⚙ Debug pipeline failures and cycles
• ml-experiment-tracker - Guide for ML experiment tracking and reproducibility.

  machine-learningexperiment-trackingmlflowwandb

  ★ 0 · Updated 2026-09-18

  Guides ML experiment logging, versioning, and reproducibility using tools like MLflow, Weights & Biases, and DVC for systematic model development.

  ⚙ Log machine learning experiments⚙ Track parameters and metrics⚙ Version datasets and pipelines
• research-code-simulation-reviewer - Research Code and Simulation Reviewer

  research-codesimulation-reviewreproducibilitypower-systems

  ★ 2 · Updated 2026-09-18

  Reviews research code and simulation scripts for physical assumptions, units, reproducibility, solver configuration, and scientific validity.

  ⚙ Review physical assumptions⚙ Verify units and indexing⚙ Check solver settings
• cogpsych-open-science-and-transparency - Open Science & Transparency Compliance

  open-sciencecognitive-psychologyreproducibilityelsevier

  ★ 3 · Updated 2026-09-18

  Prepares open science deposits and Elsevier declarations for Cognitive Psychology to ensure reproducibility of model code, data, and materials.

  ⚙ Deposit trial-level data with codebook⚙ Deposit model code and analysis scripts⚙ Complete Elsevier research-data declarations
• results-audit - Independently audit quantitative or empirical results

  auditresearchverificationreproducibility

  ★ 0 · Updated 2026-09-16

  Independently audit quantitative or empirical results before promoting claims by recomputing raw evidence, checking provenance, controls, and scope.

  ⚙ Inventory exact claims⚙ Verify provenance and execution⚙ Recompute metrics from raw evidence
• r-reproducibility-guide - Create Reproducible Research Workflows in R

  R programmingRMarkdownQuartorenv

  ★ 0 · Updated 2026-09-16

  Guides creating reproducible research workflows in R using RMarkdown, Quarto, renv package management, and automated pipelines.

  ⚙ Organize project directory structures⚙ Manage package versions using renv⚙ Create reports with RMarkdown and Quarto
• TrinityMetrics AI and tooling post evaluation - Evaluate TrinityMetrics blog post drafts for publication.

  blog-evaluationeditorial-reviewtrinitymetricsai-tooling

  ★ 1 · Updated 2026-09-14

  Evaluates draft posts about AI, tooling, reproducibility, and scientific analysis against TrinityMetrics publication standards.

  ⚙ Evaluate draft blog posts⚙ Score six evaluation dimensions⚙ Generate structured review feedback
• fret-skills-playbook - Fret Skills Playbook

  conventionsworkflowtestingautomation

  ★ 3 · Updated 2026-06-30

  Defines shared conventions for Fret skills to ensure work is reviewable, reproducible, and architecture-aligned.

  ⚙ write skill⚙ update skill⚙ define regression gates
• mlops-best-practices - MLOps Best Practices Guide

  mlopsmachine learningmodel deploymentmodel monitoring

  ★ 84 · Updated 2026-06-15

  MLOps practices for model versioning, tracking, deployment, monitoring, and retraining workflows

  ⚙ track experiments⚙ version models⚙ deploy models
• aer-replication - AEA Replication Package Preparation

  academic replicationdata managementAEA journalsreproducibility

  ★ 3,789 · Updated 2026-06-15

  Create AEA-compliant data and code replication packages for journal submission

  ⚙ create replication package structure⚙ write AEA-compliant README⚙ audit replication packages
• experiment-design - Research Experiment Design Tool

  experiment designresearch planningmachine learningablation study

  ★ 73 · Updated 2026-05-28

  Design reproducible experiments from hypothesis to plan

  ⚙ define research hypotheses⚙ define research variables⚙ select evaluation metrics
• python-reproducibility-guide - Python Reproducibility Guide

  pythonreproducibilityresearchenvironments

  ★ 17 · Updated 2026-05-11

  Set up reproducible Python environments for research computing with notebooks

  ⚙ create virtual environments⚙ install python packages⚙ pin dependencies
• python-reproducibility-guide - Reproducible Python Research Environments

  reproducibilitypythonjupyterresearch

  ★ 782 · Updated 2026-05-11

  Set up reproducible Python environments using virtual environments, dependency management, Jupyter notebooks, and containerization

  ⚙ create virtual environment⚙ install Python packages⚙ convert Jupyter notebook
• python-reproducibility-guide - Reproducible Python Environments and Notebooks

  reproducibilityenvironment managementJupyter notebookDocker

  ★ 158 · Updated 2026-05-11

  Set up reproducible Python environments using virtual environments, dependency management, Jupyter notebooks, and literate programming practices.

  ⚙ create virtual environment⚙ pin dependencies⚙ build Docker container
• create_skill_with_paper - Create reusable skills from academic papers

  academic paperscode analysisskill generationreproducibility

  ★ 0 · Updated 2026-03-26

  Convert academic papers and their code repositories into reusable Claude Code skills

  ⚙ gather paper and repo information⚙ read academic paper content⚙ clone code repository
• ieee-pes-paper-reviewer - IEEE PES Paper Reviewer for Physics-Guided GNN Research

  IEEE PESpaper reviewpower systemsGNN

  ★ 602 · Updated 2026-03-10

  Review IEEE PES papers for compliance, physics correctness, claims validation, and submission readiness

  ⚙ check IEEE format compliance⚙ validate physics formulations⚙ audit claims against evidence
• u01874-handoff-contracting-for-marketing-and-storytelling - Handoff Contracting for Marketing and Storytelling

  marketing and storytellinghandoff contractinggeneralist engineproduction

  ★ 57 · Updated 2026-03-10

  Operate handoff contracting capability for marketing and storytelling workflows with reproducible, policy-gated outcomes.

  ⚙ Define measurable outcomes⚙ Specify structured inputs/outputs⚙ Implement core handoff logic
• myskillium - Mysk Extractor for Skill Migration and Hybridization

  skill-migrationcode-extractionreusabilitygenealogy

  ★ 18 · Updated 2026-03-09

  Migrate skills between repositories and extract reusable skills from projects with genealogy documentation

  ⚙ create portable extraction tool⚙ extract skill from source repo⚙ fuse two skills into hybrid
• myskillium - Skill Migration and Crossbreeding Tool

  skill-migrationreproducibilitygenealogyextraction

  ★ 602 · Updated 2026-03-09

  Extracts and migrates skills between repositories while documenting provenance

  ⚙ spawn isolated subagents⚙ copy skill files⚙ clean project-specific references

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