Version: 1.0
Status: Live (Framework-first)
Source of Truth: https://github.com/FMI-Test/GenAI-RD/tree/main
Last Reviewed: January 25, 2026
This path organizes US government efficiency initiatives under the GenAI‑RD constitutional framework, applying the OCP principle: open for extension (new programs, agencies), closed for modification (core constitutional docs remain canonical).
- DOGE (Department of Government Efficiencies): see DOGE.md
- $1T for $1 Proposal (AAK GO): see Uncle-SAM.md — TomBiz via TomWiz Mastery, Centurion-class endorsement
- Constitutional docs: ../CONSTITUTION.md, ../GUARDRAILS.md, ../SHARED-RESPONSIBILITY.md, ../COMPLIANCE.md
- Chain-of-custody & regional guidance: ../AI-Guardrails-and-Bias/DEEP-DiVE.md, ../AI-Guardrails-and-Bias/APPENDIX-REGIONAL.md
US-Gov/
├── README.md ← Index and pointers
├── Programs/ ← Agency/program portfolios
│ ├── Defense/ ← Defense budget efficiency
│ ├── Health/ ← Healthcare efficiency
│ ├── Education/ ← Education efficiency
│ └── Municipal/ ← City services, public works
├── Budgets/ ← Budget baselines, KPIs, audits
├── Policies/ ← Policy intents, constraints, guardrails mapping
└── Audits/ ← Three‑Shot outputs (DOGE_AUDIT_1..3)
- Create subfolders as needed; link back to canonical docs rather than duplicating content.
- Use the Three‑Shot cadence for major proposals and record attestation (commit IDs, hashes) with each artifact.
- Align to constitutional docs and guardrails.
- Define measurable outcomes (KPIs) and risk bounds.
- Run Draft → Audit → Stress cycles (Three‑Shot).
- Pilot with attestation; monitor outcomes; iterate.
- Commit ID: [to be filled after commit]
- File SHA‑256: [to be filled after commit]
- Curator: [Agency/Program]
- Date: [YYYY‑MM‑DD]