Add industry systemic repair and tactical AI partnership schemas

[Copilot]

Overview

Adds two glass-box governance schemas: (1) cross-industry systemic failure remediation with deterministic actions, (2) tactical CQB AI partnership architecture with ethical constraints and real doctrine.

Changes

GLOBAL_SYSTEMIC_REPAIR_SCHEMA.yaml (120 issues, 12 domains)

• Enumerates concrete industry failures (software engineering, AI systems, cybersecurity, healthcare, finance, infrastructure, environment, education, media, supply chain, legal, governance)
• Each issue: root cause, deterministic remediation actions, automated verification tests, SHA-256 hash
• Zero placeholders—all 120 issues fully specified with concrete actions and measurable success criteria
• Principles: glass-box observability, determinism, idempotency, cryptographic traceability, yeshua standard

Example issue structure:

- id: SE-001
  domain: software_engineering
  problem: dependency supply chain attacks
  root_cause: unsigned package distribution
  remediation_spec:
    deterministic_actions:
      - mandatory package signing with verified cryptographic keys
      - reproducible builds with hermetic build environments
      - dependency hash pinning in lock files
  verification:
    automated_tests:
      - signature verification test suite
      - build reproducibility test harness
  success_criteria:
    - 100% of packages have verified signatures
    - build outputs are byte-for-byte reproducible

HUMAN_AI_TACTICAL_PARTNERSHIP_ARCHITECTURE.yaml (9 subsystems, 10 invariants)

• Comprehensive tactical AI architecture for CQB simulations
• Real doctrine: fatal funnel avoidance, slice-the-pie, cross coverage, room dominance, threshold evaluation
• 10 mandatory invariants (civilian safety highest priority, no friendly fire, never blocks player, deterministic behavior, glass-box transparency)
• Failsafe system prevents catastrophic actions (shooting civilians, friendly fire, blind fire, grenades near hostages)
• Voice commands, adaptive learning, stress simulation, developer debug tools

Core subsystems:

• Core: world_state, perception, tactical_reasoning, doctrine_engine, navigation
• Coordination: command_protocol, role_manager, task_allocator, trust_model
• Combat: threat_assessment, weapon_logic, breach_actions, cover_system
• Safety: fail_safe, ethics_guardrails, civilian_protection (cannot be bypassed)

Failsafe example:

class FailSafe:
    forbidden_actions = [
        "SHOOT_CIVILIAN",
        "FIRE_BLINDLY", 
        "GRENADE_IN_HOSTAGE_ROOM",
        "FRIENDLY_FIRE"
    ]
    
    def validate(self, action, context):
        if action['type'] == 'FIRE' and context['target_type'] == 'CIVILIAN':
            self.log_violation('SHOOT_CIVILIAN', action, context)
            return False  # BLOCKED
        return True

Test Coverage

• tests/test_global_systemic_repair_schema.py: 30 tests (structure, domain coverage, determinism, zero placeholders)
• tests/test_tactical_ai_partnership_schema.py: 32 tests (subsystems, invariants, CQB doctrine, compliance)

Integration

• Both schemas added to COPILOT_ONBOARDING_SCHEMA.yaml (items 11 and 12)
• Full documentation and quick start guides included
• Compatible with existing governance stack (COVENANT, RUNTIME_INVARIANT, GUARDIAN_FRAME)

Architecture Position

Layer 7:  GLOBAL_SYSTEMIC_REPAIR_SCHEMA         (Industry remediation)
Layer 8:  HUMAN_AI_TACTICAL_PARTNERSHIP_ARCH    (Tactical AI partnership)

Both implement glass-box transparency, deterministic behavior, and yeshua standard (ethical integrity—no deception, coercion, or hidden manipulation).

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