reproducible-research skills

154 tagged reproducible-research, measured the same way as everything else here.

Browse within: ai-for-science 54local-first 54co-scientist 43hypothesis-generation 43research-agent 43scientific-discovery 43open-science 32ai4science 29bioinformatics 29ai-research 25model-agnostic 25cli 24LLM 23discord-bot 23

figure-style

01

aipoch/open-science

Skill Claude CodeCodex

Publication-grade correctness and legibility rules for final-deliverable scientific figures, not exploratory plots. Use for a figure that will ship in a report, paper, export, or kept artifact. Covers data fidelity, label economy, color threading, chart choice, layout, and render-then-verify QA without imposing a…

not rated 5.3k +436 changed 27d ago A SkillSpector: pass 91 tokens original Apache-2.0

xuzhougeng/wisp-science

Skill Codex

A workflow for turning books about concepts, theories, or analysis methods into reusable task instructions. It scans document images, links claims to evidence, and checks the result through human review.

not rated 1.0k +8 today A SkillSpector: pass 210 tokens AGPL-3.0

limingrui679-design/high-stakes-analytics-decision-lab

Skill Codex

Build or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions. Use when an agent must profile and safely prepare uploaded data, turn a real dataset or research question into a reproducible study, investigate drivers without overstating causality, validate a…

not rated 1.0k 15d ago A SkillSpector: warn 112 tokens original MIT

htlin222/meta-pipe

Skill Claude CodeCodex

Draft and render a meta-analysis manuscript with Quarto using an IMRaD structure and embedded figures/tables. Use when preparing the final paper from analysis outputs.

not rated 148 +5 28d ago A 39 tokens

gezhi-project-setup

05

SiyaoZheng/GEZHI

Skill Claude CodeCodex

Use when connecting an existing project to gezhi for a non-expert user. Find the finished thing, create a reliable rebuild command, write gezhi.toml, validate the setup, and run the first safe checks.

not rated 42 1mo ago A SkillSpector: warn 50 tokens original MIT

swmm-calibration

06

Zhonghao1995/agentic-swmm-workflow

Skill Claude CodeCodex

Calibration and validation scaffold for EPA SWMM. Use when an agent needs to (1) compare simulated vs observed flow, (2) evaluate candidate parameter sets, (3) rank explicit candidates by an objective, (4) run a bounded random / LHS / adaptive search for the best-fitting parameters, (5) run a publication-grade SCE-UA…

not rated 30 24d ago A SkillSpector: pass 146 tokens original MIT

arxivist

07

qosi-org/arxivist

Skill Claude CodeCodex

ArXivist is a multi-agent orchestration skill that converts scientific papers (arXiv PDFs or URLs) into fully executable, reproducible Git repositories through a structured pipeline. Use this skill whenever a user mentions: converting a paper to code, reproducing a research paper, implementing an arXiv paper, turning…

not rated 19 2mo ago A 178 tokens original MIT

explainer-site

08

sciclaw/sciclaw

Skill Claude CodeCodex

Create "How X Works" deep-dive explainer websites with the curious, technical-but-accessible style of howkeyboardswork.com. Use when asked to explain how something works, create an educational single-page guide, or build an interactive explainer site on any topic.

not rated 10 3mo ago A 59 tokens

panjose/Co-Scientist

Skill Claude CodeCodex

Run the iterative evolution loop from the current persisted run state until convergence.

not rated 6 4mo ago A 20 tokens original Apache-2.0

rrdoctor-verify

10

Tom409114/research-repo-doctor

Skill Claude CodeCodex

Use rrdoctor as the deterministic, offline definition of done for preparing a research repository for Artifact Evaluation or public release.

not rated 1 3mo ago A 28 tokens original MIT

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