scdenneyCommunity·11 Agent Skills Included

open-science-skills

Design, run, and report transparent social-science research

Guides researchers through the full open-science workflow: designing survey and conjoint experiments, writing pre-analysis plans, auditing methods sections against APSA, JARS, CONSORT, and DA-RT standards, and preparing replication packages. Eliminates guesswork around power analysis, estimand choice, citation integrity, and journal submission checklists. Grounds every step in 150+ published methods sources so drafts meet field reporting norms the first time.

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npx skills add scdenney/open-science-skills --all -g -y

All Skills in This Repository (11)

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scdenney

pre-registration-writing

Draft pre-analysis plans for experimental social science registries.

methods-reporting

Audit experimental social science methods sections against a 45-item checklist.

narrative-building

Draft scientific introductions and literature reviews from a research interest.

conjoint-design

Design and analyze conjoint experiments with attribute architecture and power analysis.

conjoint-diagnostics

Diagnose conjoint studies using a systematic checklist covering design, estimation, and validity.

text-classification

Classify social science text with LLMs using a defined codebook.

hypothesis-building

Formalize causal hypotheses into estimands for preregistration and analysis planning.

survey-design

Design survey instruments to minimize measurement error and bias in experimental social science research.

list-experiment

Plan, design, and diagnose list-experiment studies for sensitive prevalence surveys.

cross-national-design

Guide cross-national comparative survey experiment design with per-country power analyses.

topic-modeling

Select and document STM, LDA, or BERTopic topic-modeling approaches with preprocessing and diagnostics.

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Frequently Asked Questions

FAQPage Schema

How to install Open Science Skills?▼

Run `npx skills add scdenney/open-science-skills --all -g -y` in your terminal to install all skills globally.

What research tasks does Open Science Skills cover?▼

It covers the full research lifecycle: hypothesis building, survey and conjoint design, pre-registration, text classification, topic modeling, OCR of scanned documents, manuscript review, citation checking, and replication packaging.

Does it work with Claude Code and OpenAI Codex?▼

Yes. The library ships parallel versions for both platforms, invoked as /oss:skill-name in Claude Code and $skill-name in Codex.

Can it help with pre-registration and reporting standards?▼

Yes. Dedicated skills draft pre-analysis plans for OSF, AEA, or AsPredicted and audit methods sections against a 45-item checklist built from APSA, JARS-Quant, CONSORT, and DA-RT.

Do I need statistics expertise to use it?▼

No. Each skill explains the methodological reasoning in plain language, gives recommended defaults, and flags the decisions only you as the researcher can make.