Bronze, Silver, and Gold

Bronze is immutable source evidence: payload bytes, sanitized headers, request/run IDs, timestamps, version evidence, checksum, and schema fingerprint. It contains enough context to replay without a network request.

Silver unwraps envelopes, validates source types, reports additive fields, normalizes Persian text and identifiers, applies canonical names/types, preserves nulls, deduplicates keys, and attaches quality results.

Gold consumes Silver only. Current deterministic curated outputs include latest market snapshots and flattened option chains.

        flowchart LR
    R[Raw response] -->|checksum + metadata| B[Bronze]
    B -->|replay parser| S[Silver]
    S -->|pure transform| G[Gold]