pit-envelope

Standardize financial data sub-agent responses by enforcing a consistent JSON envelope with mandatory fields for availability timestamps and source canonical values. This ensures verifiable data for time-sensitive trading decisions.

Point-In-Time (PIT) mode enforces data integrity by specifying forbidden keys that must be excluded from the JSON envelope. This prevents the use of stale or unverified financial data in time-sensitive applications.

Handle data gaps by utilizing the mandatory `gaps` array within the standardized JSON envelope. This structure ensures missing financial data points are explicitly documented alongside the `data` array outputs.

You need `available_at` and `available_at_source` fields to validate availability timestamps in financial time-series data. These canonical fields ensure each data point has a clear, verifiable timestamp to prevent using unverified information.

Yes, the data standardization approach includes defined retry mechanisms for data retrieval. This enforces rules within the JSON envelope to ensure consistent data fetching when querying financial information.

Use a standardized JSON envelope for financial data queries when you need consistent, verifiable data in time-sensitive applications. It prevents stale data usage by enforcing timestamp validation and gap reporting across sub-agents.