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Fixtures
Privacy-Safe Eval Fixture Builder
Turn a schema, task, field rules, edge cases, redaction policy, and seed into deterministic synthetic CSV, JSONL fixtures, schema contract, edge cases, PII risk report, and proof receipt.
Reviewed 2026-06-20
DataBrowser-firstReplayable artifactEval packageJSON receipt
WHY THIS IS DIFFERENT
It produces replay and eval artifacts, not just advice.
- Creates deterministic synthetic data that can be regenerated from a seed.
- Exports both CSV and JSONL plus a schema contract for agent and CI workflows.
- Flags PII risk and redaction boundaries before users paste real private data.
Boundary: Not anonymization of real personal data, differential privacy, compliance certification, or proof that synthetic fixtures match production distributions.