skills/brycewang-stanford/awesome-agent-skills-for-empirical-research/stata-python-translation/Gen Agent Trust Hub
stata-python-translation
Pass
Audited by Gen Agent Trust Hub on May 16, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill serves as a purely instructional reference repository for researchers migrating from Stata to Python. It maps commands and idioms across data management, econometrics, and visualization domains.
- [SAFE]: All external links point to established documentation (e.g., pandas.pydata.org, statsmodels.org), academic institutions (e.g., princeton.edu, ucla.edu, berkeley.edu), or reputable research sources (e.g., mixtape.scunning.com, theeffectbook.net).
- [SAFE]: The skill includes an 'Agent Code Annotation Protocol' that instructs AI agents on how to provide helpful inline comments for users with Stata backgrounds. These instructions are benign and aimed at improving code readability.
- [SAFE]: Mentions of package installations (e.g.,
pip install rdrobust,pip install csdid) are standard for setting up a Python research environment and refer to well-known academic libraries. - [SAFE]: No obfuscation, data exfiltration, or malicious prompt injection patterns were identified in any of the 11 files.
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