Machine-readable research notes

Source context for retrieval tools.

Every record carries concrete actions, limits, provenance and deep links to two underlying report sections.

Readiness overview Print forms without downloading Browse 20 source reports

Format notice: These .uai files are project-specific structured research notes. No industry-wide .uai standard or AG-UI runtime is claimed. Standard JSON mirrors are provided and linked in the discovery manifest.

Source context for retrieval tools.

When public systems stop correcting failure

Surviving the loss of household income

When food exists but access fails

Finding shelter without losing the essentials

When an incorrect record blocks basic necessities

When work remains useful but wages do not

Water, sanitation, medicine: the life-support chain

Civilian safety when authorities disagree

When some districts retain services and others do not

A community that can last without sacrificing people