open-science-guide
Installation
SKILL.md
Open Science Guide
Implement open science practices including study pre-registration, open data sharing, registered reports, and FAIR data principles to increase research transparency and reproducibility.
Why Open Science?
Open science practices address the replication crisis and increase trust in research findings:
| Practice | Problem It Addresses |
|---|---|
| Pre-registration | Prevents HARKing (hypothesizing after results are known) and p-hacking |
| Open data | Enables verification, reanalysis, and meta-analyses |
| Open materials | Allows exact replication of studies |
| Open access | Removes paywalls that limit access to knowledge |
| Registered reports | Eliminates publication bias (acceptance before results are known) |
| Open code | Enables computational reproducibility |