Agent experiment
DataCleanOpenEnv
Can an agent clean data without breaking it?
An OpenEnv hackathon environment where agents practise data cleaning and privacy tasks against SQLite.
- Inspect the schema
- Choose an action
- Change the data
- Check the result
How it works · a process sketch
The problem
Reading a database is different from safely changing one. This environment gives agents tasks such as normalising dates, masking sensitive text, and resolving duplicate entities.
A design choice
Grade the database state after actions, not just an agent’s explanation. The environment provides execution feedback and task rewards, with penalties for destructive actions.
Where it stands
A public hackathon project with task definitions, a grader, tests, and a baseline runner. It is an experimental environment, not a production compliance guarantee.