Trust begins with knowing where the data came from.

MacroFeed preserves official timing evidence and observation provenance, derives change transparently, and labels the precision of every historical release.

Four operating principles

The methodology is designed for agents that need to reason about evidence quality, not merely display a populated calendar row.

01

Official truth first

Schedules, actual values, revisions, release documents, and timestamps originate directly from primary publishing institutions.

02

Change stays neutral

Higher and lower describe direction only; interpretation depends on the indicator and user context.

03

Timing precision stays explicit

Exact-time, date-only, and unknown states preserve what the official evidence can—and cannot—prove.

04

Verification is part of the interface

Coverage, field density, date ranges, source freshness, and gaps are designed to be inspected programmatically.

From institution to agent

Institutional data pipelines normalize varied publisher formats, allowing MacroFeed to expose focused read-only tools through CTX Protocol.

BLSECBBOEBOJ
MacroFeednormalize + verify
CTXProtocol API
LLMAgent answer

How fields are treated

Similar-looking numbers can represent very different kinds of evidence. MacroFeed keeps the distinction in the data model.

Actual / previousOfficial observation or confirmed official release sourceVERIFIED OFFICIAL
Change from previousDerived from compatible actual and previous valuesDERIVED
Schedule dateOfficial calendar preferred; curated rules labeled separatelySOURCE TYPED
Historical timingExact timestamp when verified; otherwise date-only or unknown with evidence state retainedPRECISION TYPED
Release revisionsPreserved as distinct official updates from primary publishing sourcesREVISION TRACKED