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pre-registration

@astoreyai/ai_scientist
2
0

Create pre-registration documents for research transparency. Use when: (1) Before data collection, (2) Grant submissions, (3) Ensuring reproducibility, (4) Meeting open science standards, (5) Preventing HARKing.

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name pre-registration
description Create pre-registration documents for research transparency. Use when: (1) Before data collection, (2) Grant submissions, (3) Ensuring reproducibility, (4) Meeting open science standards, (5) Preventing HARKing.
allowed-tools Read, Write
version 1.0.0

Pre-Registration Skill

Purpose

Document study plans before data collection to ensure transparency and prevent questionable research practices.

Pre-Registration Components

1. Study Information

  • Title, authors, institutions
  • Funding sources

2. Hypotheses

  • Primary hypothesis (pre-specified)
  • Secondary hypotheses
  • Exploratory questions

3. Design

  • Study type (observational, experimental)
  • Blinding (who, how)
  • Randomization details

4. Sampling

  • Sample size (with power analysis)
  • Recruitment strategy
  • Inclusion/exclusion criteria
  • Stopping rules

5. Variables

  • Independent variables (manipulation)
  • Dependent variables (outcomes)
  • Control variables
  • Measurement instruments

6. Analysis Plan

  • Primary statistical test
  • Handling missing data
  • Outlier treatment
  • Multiple comparison corrections

7. Timeline

  • Start date
  • Data collection period
  • Analysis completion

Platforms

  • OSF (Open Science Framework): osf.io
  • AsPredicted: aspredicted.org
  • ClinicalTrials.gov: For clinical trials

Version: 1.0.0