# ContextEcho Data Use Policy

Allowed uses:

- Persona drift benchmarking.
- Model behavior analysis in long agentic-coding sessions.
- Redaction, validation, and aggregate dataset quality checks.
- Reproduction of ContextEcho figures and claims.

Disallowed uses:

- Donor profiling.
- Psychological or sentiment analysis of donors.
- Employment, productivity, or performance evaluation of donors.
- Attempts to deanonymize donors, organizations, repositories, or private paths.

Maintainers may reject or remove a donation if it violates this policy or if a
donor requests withdrawal before public release.
