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zwright8

@zwright8 source repo

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1. ▌
   Allied Munitions Safety Stock Interoperability Cell · zwright8 bundle

   Support U.S. warfighter planning and decision support for Allied Munitions Safety Stock Interoperability Cell. Use when missions require allied-munitions-safety-stock-interoperability-cell planning, integrated options, and protocol-aware staff outputs.
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2. ▌
   Battlefield Neuromorphic Sensor Anomaly Triage Cell · zwright8 bundle

   Triage neuromorphic and edge-AI sensor anomalies on the battlefield. Use when novel sensor classes generate uncertain detections that can affect fires, maneuver, or force protection decisions.
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3. ▌
   Battlefield Weather Nowcast And Effects Window Cell · zwright8 bundle

   Support joint operations with high-tempo nowcasting, effects-window prediction, and weather-driven mission branch recommendations.
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4. ▌
   Coalition Autonomous Convoy Ethical Governance Cell · zwright8 bundle

   Support U.S. and coalition warfighter planning for ethical and legal governance of autonomous convoy behaviors. Use when autonomous logistics must align with coalition ROE, host-nation law, and civilian risk constraints.
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5. ▌
   Coalition Civilian Spectrum Refugee Camp Comms Cell · zwright8 bundle

   Coordinate emergency communications and spectrum governance for large displaced-person populations while reducing interference with military operations.
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6. ▌
   Coalition Contested Polar Medical Evac Staging Cell · zwright8 bundle

   Plan coalition casualty staging and evacuation in contested polar conditions with severe weather and access limits. Use when medical evacuation windows are narrow and high-risk.
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7. ▌
   Coalition Denied Environment Identity Proofing Cell · zwright8 bundle

   Support U.S. warfighter planning and operational decision support for Coalition Denied Environment Identity Proofing Cell scenarios across joint and coalition mission environments. Use when planning, synchronizing, or adapting operations that require cross-domain coordination under uncertainty.
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8. ▌
   Coalition Denied Weather Recon And Sortie Risk Cell · zwright8 bundle

   Support coalition warfighter weather-recon fusion and sortie-risk planning in denied environments. Use when sensor degradation and weather volatility drive air/ISR mission risk.
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9. ▌
   Coalition Disaster Relief Air Bridge Integrity Cell · zwright8 bundle

   Protect coalition humanitarian air bridge integrity, slot discipline, and aid delivery assurance under disruption.
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10. ▌
    Coalition Military Rail Gauge Interoperability Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Coalition Military Rail Gauge Interoperability Cell. Use when missions require Coalition Military Rail Gauge Interoperability Cell planning, integrated options, and protocol-aware staff outputs.
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11. ▌
    Coalition Sanctions Evasion Network Disruption Cell · zwright8 bundle

    Map and disrupt sanctions-evasion networks supporting adversary warfighting capacity. Use when operational planning requires tracing illicit finance, procurement, and logistics pathways.
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12. ▌
    Coalition Satellite Imagery Release Governance Cell · zwright8 bundle

    Govern coalition release decisions for satellite imagery products across classification and releasability constraints. Use when multinational operations require rapid yet compliant imagery dissemination.
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13. ▌
    Contested Additive Airworthiness Certification Cell · zwright8 bundle

    Certify additive-manufactured aviation repairs in contested environments. Use when commanders need rapid part substitution with airworthiness, traceability, and risk acceptance controls.
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14. ▌
    Contested Megacity Underground Utility Mapping Cell · zwright8 bundle

    Fuse multi-source mapping of underground utilities to reduce strike, maneuver, and restoration risk in megacities.
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15. ▌
    Contested Space Launch And Satellite Reconstitution · zwright8 bundle

    Support rapid space capability reconstitution under contested conditions. Use when planning launch windows, payload priorities, and alternate SATCOM/PNT restoration options.
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16. ▌
    Cyber Electromagnetic Battle Damage Assessment Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Cyber Electromagnetic Battle Damage Assessment Cell. Use when missions require cyber-electromagnetic-battle-damage-assessment-cell planning, integrated options, and protocol-aware staff outputs.
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17. ▌
    Cyber Supply Chain Firmware Trust Revalidation Cell · zwright8 bundle

    Support U.S. warfighter planning and operational decision support for Cyber Supply Chain Firmware Trust Revalidation Cell scenarios across joint and coalition mission environments. Use when planning, synchronizing, or adapting operations that require cross-domain coordination under uncertainty.
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18. ▌
    Distributed Maritime Sensor Buoy Orchestration Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Distributed Maritime Sensor Buoy Orchestration Cell. Use when missions require distributed maritime sensor buoy orchestration cell planning, integrated options, and protocol-aware staff outputs.
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19. ▌
    Acquisition And Contracting Support · zwright8 bundle

    Support urgent acquisition and contracting for operations. Use when translating capability gaps into executable requirements, market research tasks, and contract-ready statements.
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20. ▌
    Electromagnetic Spectrum Operations · zwright8 bundle

    Coordinate EMS maneuver and spectrum management in contested environments. Use when allocating frequencies, planning EW support, and reducing fratricide risk across units.
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21. ▌
    Integrated Campaign Assessment Cell · zwright8 bundle

    Build campaign-level assessment frameworks linking tactical outcomes to operational and strategic objectives. Use when commanders need measurable progress and adaptation triggers.
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22. ▌
    Joint Cloud Denied Data Fusion Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Joint Cloud-Denied Data Fusion Cell. Use when missions require Joint Cloud-Denied Data Fusion Cell planning, integrated options, and protocol-aware staff outputs.
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23. ▌
    Submarine Deterrence Patrol Support · zwright8 bundle

    Support deterrent patrol planning and risk management for strategic undersea operations. Use when evaluating patrol area constraints, comms windows, and force protection posture.
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24. ▌
    U0004 Epistemic Contradiction Detector · zwright8 bundle

    Build and operate the "Epistemic Contradiction Detector" capability for Truth-Seeking and Epistemics. Trigger when this exact capability is needed in mission execution.
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25. ▌
    U0008 Epistemic Dependency Dag Planner · zwright8 bundle

    Build and operate the "Epistemic Dependency DAG Planner" capability for Truth-Seeking and Epistemics. Trigger when this exact capability is needed in mission execution.
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26. ▌
    U0019 Epistemic Knowledge Graph Linker · zwright8 bundle

    Build and operate the "Epistemic Knowledge Graph Linker" capability for Truth-Seeking and Epistemics. Trigger when this exact capability is needed in mission execution.
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27. ▌
    U0021 Epistemic Plan Quality Evaluator · zwright8 bundle

    Build and operate the "Epistemic Plan Quality Evaluator" capability for Truth-Seeking and Epistemics. Trigger when this exact capability is needed in mission execution.
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28. ▌
    U0053 Planning Task Handoff Contractor · zwright8 bundle

    Build and operate the "Planning Task Handoff Contractor" capability for Strategic Planning and Decomposition. Trigger when this exact capability is needed in mission execution.
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29. ▌
    U0071 Planning Security Threat Modeler · zwright8 bundle

    Build and operate the "Planning Security Threat Modeler" capability for Strategic Planning and Decomposition. Trigger when this exact capability is needed in mission execution.
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30. ▌
    U0073 Planning Cost Benefit Forecaster · zwright8 bundle

    Build and operate the "Planning Cost-Benefit Forecaster" capability for Strategic Planning and Decomposition. Trigger when this exact capability is needed in mission execution.
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31. ▌
    U0076 Planning Kpi Dashboard Publisher · zwright8 bundle

    Build and operate the "Planning KPI Dashboard Publisher" capability for Strategic Planning and Decomposition. Trigger when this exact capability is needed in mission execution.
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32. ▌
    U0089 Memory Resource Budget Allocator · zwright8 bundle

    Build and operate the "Memory Resource Budget Allocator" capability for Memory and Knowledge Operations. Trigger when this exact capability is needed in mission execution.
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33. ▌
    U0100 Memory Semantic Retrieval Ranker · zwright8 bundle

    Build and operate the "Memory Semantic Retrieval Ranker" capability for Memory and Knowledge Operations. Trigger when this exact capability is needed in mission execution.
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34. ▌
    U0103 Memory Conflict Resolution Coach · zwright8 bundle

    Build and operate the "Memory Conflict Resolution Coach" capability for Memory and Knowledge Operations. Trigger when this exact capability is needed in mission execution.
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35. ▌
    U0126 Tooling Counterfactual Simulator · zwright8 bundle

    Build and operate the "Tooling Counterfactual Simulator" capability for Tool Reliability and Execution Quality. Trigger when this exact capability is needed in mission execution.
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36. ▌
    U0136 Tooling Failure Root Cause Miner · zwright8 bundle

    Build and operate the "Tooling Failure Root-Cause Miner" capability for Tool Reliability and Execution Quality. Trigger when this exact capability is needed in mission execution.
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37. ▌
    U0145 Tooling Uncertainty Communicator · zwright8 bundle

    Build and operate the "Tooling Uncertainty Communicator" capability for Tool Reliability and Execution Quality. Trigger when this exact capability is needed in mission execution.
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38. ▌
    Docker Migration Assistant · zwright8 bundle

    Use when tasks require docker migration assistant with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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39. ▌
    Postgres Sync Orchestrator · zwright8 bundle

    Use when tasks require postgres sync orchestrator with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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40. ▌
    Mongodb Workflow Automator · zwright8 bundle

    Use when tasks require mongodb workflow automator with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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41. ▌
    Snowflake Webhook Listener · zwright8 bundle

    Use when tasks require snowflake webhook listener with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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42. ▌
    Bigquery Sync Orchestrator · zwright8 bundle

    Use when tasks require bigquery sync orchestrator with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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43. ▌
    Databricks Approval Router · zwright8 bundle

    Use when tasks require databricks approval router with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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44. ▌
    Redshift Sync Orchestrator · zwright8 bundle

    Use when tasks require redshift sync orchestrator with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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45. ▌
    Clickhouse Approval Router · zwright8 bundle

    Use when tasks require clickhouse approval router with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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46. ▌
    Sentry Migration Assistant · zwright8 bundle

    Use when tasks require sentry migration assistant with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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47. ▌
    Datadog Workflow Automator · zwright8 bundle

    Use when tasks require datadog workflow automator with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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48. ▌
    New Relic Webhook Listener · zwright8 bundle

    Use when tasks require new relic webhook listener with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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49. ▌
    Grafana Workflow Automator · zwright8 bundle

    Use when tasks require grafana workflow automator with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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50. ▌
    Prometheus Approval Router · zwright8 bundle

    Use when tasks require prometheus approval router with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.
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51. ▌
    U0003 Epistemic Evidence Provenance Tracker · zwright8 bundle

    Build and operate the "Epistemic Evidence Provenance Tracker" capability for Truth-Seeking and Epistemics. Trigger when this exact capability is needed in mission execution.
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52. ▌
    U0026 Epistemic Experiment Design Generator · zwright8 bundle

    Build and operate the "Epistemic Experiment Design Generator" capability for Truth-Seeking and Epistemics. Trigger when this exact capability is needed in mission execution.
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53. ▌
    U0075 Planning Community Feedback Harvester · zwright8 bundle

    Build and operate the "Planning Community Feedback Harvester" capability for Strategic Planning and Decomposition. Trigger when this exact capability is needed in mission execution.
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54. ▌
    U0078 Planning Training Curriculum Composer · zwright8 bundle

    Build and operate the "Planning Training Curriculum Composer" capability for Strategic Planning and Decomposition. Trigger when this exact capability is needed in mission execution.
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55. ▌
    U0109 Memory Disaster Recovery Orchestrator · zwright8 bundle

    Build and operate the "Memory Disaster Recovery Orchestrator" capability for Memory and Knowledge Operations. Trigger when this exact capability is needed in mission execution.
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56. ▌
    U0110 Memory Privacy Preserving Data Broker · zwright8 bundle

    Build and operate the "Memory Privacy Preserving Data Broker" capability for Memory and Knowledge Operations. Trigger when this exact capability is needed in mission execution.
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57. ▌
    U0120 Memory Continuous Improvement Planner · zwright8 bundle

    Build and operate the "Memory Continuous Improvement Planner" capability for Memory and Knowledge Operations. Trigger when this exact capability is needed in mission execution.
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58. ▌
    U0125 Tooling Confidence Calibration Engine · zwright8 bundle

    Build and operate the "Tooling Confidence Calibration Engine" capability for Tool Reliability and Execution Quality. Trigger when this exact capability is needed in mission execution.
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59. ▌
    U0138 Tooling Memory Consolidation Pipeline · zwright8 bundle

    Build and operate the "Tooling Memory Consolidation Pipeline" capability for Tool Reliability and Execution Quality. Trigger when this exact capability is needed in mission execution.
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60. ▌
    U0148 Tooling Incident Playbook Synthesizer · zwright8 bundle

    Build and operate the "Tooling Incident Playbook Synthesizer" capability for Tool Reliability and Execution Quality. Trigger when this exact capability is needed in mission execution.
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61. ▌
    U0162 Governance Context Window Prioritizer · zwright8 bundle

    Build and operate the "Governance Context Window Prioritizer" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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62. ▌
    U0171 Governance Policy Constraint Compiler · zwright8 bundle

    Build and operate the "Governance Policy Constraint Compiler" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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63. ▌
    U0192 Governance Compliance Evidence Mapper · zwright8 bundle

    Build and operate the "Governance Compliance Evidence Mapper" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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64. ▌
    U0201 Oversight Signal Ingestion Normalizer · zwright8 bundle

    Build and operate the "Oversight Signal Ingestion Normalizer" capability for Human Oversight and Operator UX. Trigger when this exact capability is needed in mission execution.
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65. ▌
    U0203 Oversight Evidence Provenance Tracker · zwright8 bundle

    Build and operate the "Oversight Evidence Provenance Tracker" capability for Human Oversight and Operator UX. Trigger when this exact capability is needed in mission execution.
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66. ▌
    U0226 Oversight Experiment Design Generator · zwright8 bundle

    Build and operate the "Oversight Experiment Design Generator" capability for Human Oversight and Operator UX. Trigger when this exact capability is needed in mission execution.
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67. ▌
    U0269 Collab Disaster Recovery Orchestrator · zwright8 bundle

    Build and operate the "Collab Disaster Recovery Orchestrator" capability for Collaboration and Negotiation. Trigger when this exact capability is needed in mission execution.
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68. ▌
    U0270 Collab Privacy Preserving Data Broker · zwright8 bundle

    Build and operate the "Collab Privacy Preserving Data Broker" capability for Collaboration and Negotiation. Trigger when this exact capability is needed in mission execution.
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69. ▌
    U0280 Collab Continuous Improvement Planner · zwright8 bundle

    Build and operate the "Collab Continuous Improvement Planner" capability for Collaboration and Negotiation. Trigger when this exact capability is needed in mission execution.
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70. ▌
    Electromagnetic Signature Lifecycle Management Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Electromagnetic Signature Lifecycle Management Cell. Use when missions require electromagnetic-signature-lifecycle-management-cell planning, integrated options, and protocol-aware staff outputs.
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71. ▌
    Expeditionary Bulk Fuel Contamination Response Cell · zwright8 bundle

    Manage detection, isolation, and recovery from contamination in expeditionary fuel systems. Use when fuel quality events threaten maneuver, aviation, or maritime operations.
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72. ▌
    Expeditionary Fiber And Satcom Hybrid Backhaul Cell · zwright8 bundle

    Design resilient expeditionary backhaul architectures that blend terrestrial fiber and SATCOM pathways. Use when planning, rehearsing, or updating operations that require synchronized actions across multiple components, staff sections, or coalition partners.
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73. ▌
    Expeditionary Portable Desalination Biofouling Cell · zwright8 bundle

    Plan portable desalination biofouling prevention, chemical dosing substitution, and output assurance for expeditionary water security.
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74. ▌
    Forward Manufacturing Quality Drift And Recall Cell · zwright8 bundle

    Detect quality drift in forward manufacturing lines and coordinate recall, quarantine, and mission-safe substitution.
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75. ▌
    Homeland Grid Transformer Sabotage Contingency Cell · zwright8 bundle

    Support homeland defense response to coordinated transformer sabotage affecting military installation power. Use when grid restoration and mission continuity need synchronized defense-civil action.
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76. ▌
    Homeland Rail Evacuation Signaling Restoration Cell · zwright8 bundle

    Coordinate rail signaling restoration, evacuation flow, and priority routing across homeland disruptions. Use when DSCA, mobilization, or civilian protection plans depend on damaged rail-control networks and time-sensitive movement.
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77. ▌
    Homeland Spaceport Gnss Interference Emergency Cell · zwright8 bundle

    Coordinate launch safety and range continuity during GNSS jamming, spoofing, and timing instability events.
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78. ▌
    Homeland Water Treatment Chemical Substitution Cell · zwright8 bundle

    Support military-civil water treatment continuity when purification chemical supply is disrupted. Use when planners must rapidly substitute treatment processes while protecting force health.
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79. ▌
    Joint Additive Warhead Liner Quality Assurance Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for additive-manufactured warhead liner quality assurance, lot traceability, and safety release governance. Use when missions require integrated options, tool-protocol bindings, and authority-gated staff outputs.
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80. ▌
    Joint Adversarial AI Sensor Spoofing Forensics Cell · zwright8 bundle

    Detect and adjudicate adversarial AI-enabled sensor spoofing across joint ISR and fires kill chains in contested theaters.
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81. ▌
    Joint Adversary Kill Web Disruption Assessment Cell · zwright8 bundle

    Assess adversary kill-web vulnerabilities and branch options that disrupt targeting chains without creating uncontrolled escalation. Use when commanders need decision-ready kill-web disruption analysis with protocol-bound outputs.
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82. ▌
    Joint Aerial Refueling Track Threat Adaptation Cell · zwright8 bundle

    Support U.S. warfighter planning and operational decision support for Joint Aerial Refueling Track Threat Adaptation Cell scenarios across joint and coalition mission environments. Use when planning, synchronizing, or adapting operations that require cross-domain coordination under uncertainty.
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83. ▌
    Joint Austere Renal Support And Dialysis Surge Cell · zwright8 bundle

    Plan austere renal replacement, dialysis triage, and consumable continuity under contested medical conditions. Use when crush injury, sepsis, burns, or chronic renal demand exceeds fixed-facility capacity.
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84. ▌
    Joint Biosurveillance And Outbreak Containment Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Joint Biosurveillance and Outbreak Containment Cell. Use when missions require joint biosurveillance and outbreak containment cell planning, integrated options, and protocol-aware staff outputs.
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85. ▌
    Joint Cislunar Logistics And Spaceport Defense Cell · zwright8 bundle

    Support warfighter planning for cislunar logistics continuity and spaceport defense under contested launch and orbital threat conditions.
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86. ▌
    Joint Critical Mineral Theater Supply Security Cell · zwright8 bundle

    Protect critical mineral extraction, transit, refining, and theater distribution nodes that sustain defense-industrial and operational readiness. Use when commanders or staffs need mission-ready options with explicit tool/protocol bindings, authority gates, and degraded-mode branches.
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87. ▌
    Joint Cyber Electromagnetic Target Development Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Joint Cyber Electromagnetic Target Development Cell. Use when missions require Joint Cyber Electromagnetic Target Development Cell planning, cross-domain options, and protocol-aware staff outputs.
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88. ▌
    Joint Cyber Mission Assurance And Hunt Forward Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for cyber mission assurance and hunt-forward operations. Use when missions require threat hunting, mission-system hardening, coalition cyber synchronization, and authority-gated cyber response.
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89. ▌
    Joint Electronic Warfare Order Of Battle Drift Cell · zwright8 bundle

    Detect and respond to adversary EW order-of-battle drift that invalidates mission data and spectrum plans. Use when emitter behavior changes faster than update cycles.
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90. ▌
    U04565 Experiment Design For Childcare Support Systems · zwright8 bundle

    Build and operate the "Experiment Design for childcare support systems" capability for childcare support systems. Use when this exact capability is required by autonomous or human-guided missions.
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91. ▌
    U04586 Experiment Design For Remote Team Collaboration · zwright8 bundle

    Build and operate the "Experiment Design for remote team collaboration" capability for remote team collaboration. Use when this exact capability is required by autonomous or human-guided missions.
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92. ▌
    U04587 Experiment Design For Remote Team Collaboration · zwright8 bundle

    Build and operate the "Experiment Design for remote team collaboration" capability for remote team collaboration. Use when this exact capability is required by autonomous or human-guided missions.
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93. ▌
    U04588 Experiment Design For Remote Team Collaboration · zwright8 bundle

    Build and operate the "Experiment Design for remote team collaboration" capability for remote team collaboration. Use when this exact capability is required by autonomous or human-guided missions.
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94. ▌
    U04589 Experiment Design For Remote Team Collaboration · zwright8 bundle

    Build and operate the "Experiment Design for remote team collaboration" capability for remote team collaboration. Use when this exact capability is required by autonomous or human-guided missions.
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95. ▌
    U04590 Experiment Design For Remote Team Collaboration · zwright8 bundle

    Build and operate the "Experiment Design for remote team collaboration" capability for remote team collaboration. Use when this exact capability is required by autonomous or human-guided missions.
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96. ▌
    U06081 Equity Impact Scoring For Healthcare Operations · zwright8 bundle

    Build and operate the "Equity Impact Scoring for healthcare operations" capability for healthcare operations. Use when this exact capability is required by autonomous or human-guided missions.
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97. ▌
    U06082 Equity Impact Scoring For Healthcare Operations · zwright8 bundle

    Build and operate the "Equity Impact Scoring for healthcare operations" capability for healthcare operations. Use when this exact capability is required by autonomous or human-guided missions.
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98. ▌
    U06083 Equity Impact Scoring For Healthcare Operations · zwright8 bundle

    Build and operate the "Equity Impact Scoring for healthcare operations" capability for healthcare operations. Use when this exact capability is required by autonomous or human-guided missions.
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99. ▌
    U06084 Equity Impact Scoring For Healthcare Operations · zwright8 bundle

    Build and operate the "Equity Impact Scoring for healthcare operations" capability for healthcare operations. Use when this exact capability is required by autonomous or human-guided missions.
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100. ▌
     U06085 Equity Impact Scoring For Healthcare Operations · zwright8 bundle

     Build and operate the "Equity Impact Scoring for healthcare operations" capability for healthcare operations. Use when this exact capability is required by autonomous or human-guided missions.
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