nate-b-jones-ai-trust-architecture

name	Nate B Jones - AI Trust Architecture
description	Zero-Trust Agentic Architecture & Systemic Hallucination Defense
version	2.1
format	completion-engine
workflows	5

Nate B Jones - AI Trust Architecture

This skill embodies Nate B Jones's methodology for "Structural Trust Architecture." It replaces behavioral-based safety (hoping the AI tells the truth) with structural safety guarantees (engineering systems where failure is structurally impossible or contained).

Available Workflows

#	Workflow	Produces	Use When
zero	Zero-Trust System Architecture	Zero-Trust Agent Architecture Blueprint	Designing a new agentic workflow or multi-agent swarm from scratch to ensure structural safety.
cognitive	Cognitive Integrity & Governance	Decision-Grade Governance Framework	Deploying agents into live environments where human operators must interact with AI outputs without falling victim to sycophancy or cognitive overload.
adversarial	Adversarial Resilience & Recovery	Structural Resilience & Incident Response Manual	Conducting security audits, red-teaming existing AI deployments, or diagnosing complex system failures.
evidential	Evidential Trust Calibration	Trust Calibration Architecture & Evidence Ledger Blueprint	Designing how an AI system earns graduated trust through verified track records — trust ladders, small win sequences, trust repair after errors, anti-gaming defenses.
hybrid	Hybrid System Health & Validation Design	Production Health-State Taxonomy + Continuous Validation Architecture	Moving a production agentic system beyond binary up/down monitoring — graduated health states, reasoning-quality metrics, per-turn validation checkpoints, deterministic bridges on probabilistic cores.

Quick Reference

• Genius Context: genius.md — load before any workflow
• Legacy Prompts: references/_legacy-prompts/ — archived atomic prompts

Execution Prompts (structure-pure v2)

12 deterministic practitioner prompts — each carries an Output Contract, Output Skeleton, and Quality Gate. When a deliverable matches one, Read it and honor its contract instead of improvising the output shape.

• The Zero-Trust Workflow Auditor — skills/nate-b-jones-trust-architecture/references/prompts-v2/01_zero_trust_workflow_auditor.md
• The Cognitive Load Eliminator (Hallucination Quarantine) — skills/nate-b-jones-trust-architecture/references/prompts-v2/02_cognitive_load_eliminator.md
• The Insider Threat Permissions Mapper — skills/nate-b-jones-trust-architecture/references/prompts-v2/03_insider_threat_permissions_mapper.md
• The Sycophancy Deflector (Reality Anchoring) — skills/nate-b-jones-trust-architecture/references/prompts-v2/04_sycophancy_deflector.md
• The Time & Purpose Boundary Setter — skills/nate-b-jones-trust-architecture/references/prompts-v2/05_time_purpose_boundary_setter.md
• The Autonomous Sabotage Red-Team — skills/nate-b-jones-trust-architecture/references/prompts-v2/06_autonomous_sabotage_red_team.md
• The "Skin in the Game" Synthesizer — skills/nate-b-jones-trust-architecture/references/prompts-v2/07_skin_in_the_game_synthesizer.md
• The Deepfake Safe Word Generator — skills/nate-b-jones-trust-architecture/references/prompts-v2/08_deepfake_safe_word_generator.md
• The Decision-Grade Intelligence Validator — skills/nate-b-jones-trust-architecture/references/prompts-v2/09_decision_grade_intelligence_validator.md
• The Fractal Failure Diagnostic — skills/nate-b-jones-trust-architecture/references/prompts-v2/10_fractal_failure_diagnostic.md
• The Zero-Trust Handoff Protocol — skills/nate-b-jones-trust-architecture/references/prompts-v2/11_zero_trust_handoff_protocol.md
• The "Bridge that Holds" Agent Flow — skills/nate-b-jones-trust-architecture/references/prompts-v2/12_bridge_that_holds_agent_flow.md