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zwright8

@zwright8 source repo

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1. ▌
   Joint Insulin Cold Chain And Diabetic Readiness Cell · zwright8 bundle

   Coordinate insulin cold-chain continuity, diabetic supply prioritization, and readiness safeguards for insulin-dependent personnel. Use when refrigeration loss, supply disruption, or delayed evacuation threatens diabetic force health.
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2. ▌
   Joint Integrated Strategic Deterrence Signaling Cell · zwright8 bundle

   Design and synchronize cross-domain deterrence signaling options. Use when commanders need calibrated signaling with escalation controls across cyber, space, maritime, and fires domains.
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3. ▌
   Joint Maritime Autonomous Minesweeper Retasking Cell · zwright8 bundle

   Support warfighter planning for autonomous maritime mine-countermeasure retasking under contested ISR and comms disruption.
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4. ▌
   Joint Maritime Chokepoint Closure And Reopening Cell · zwright8 bundle

   Support U.S. warfighter maritime chokepoint closure/reopening planning under contested conditions. Use when commanders must balance denial effects, coalition shipping, and restoration timelines.
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5. ▌
   Joint Multi Domain Tactical Deception Rehearsal Cell · zwright8 bundle

   Support U.S. warfighter planning and decision support for Joint Multi-Domain Tactical Deception Rehearsal Cell. Use when missions require rehearsed deception options across land, maritime, air, cyber, and electromagnetic domains with protocol-aware staff outputs.
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6. ▌
   Joint Munitions Energetics Safety And Dispersal Cell · zwright8 bundle

   Support munitions survivability with energetics safety controls, depot dispersal options, and explosive-compatibility-informed throughput decisions.
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7. ▌
   Joint Nuclear Command Post Relocation And Emcon Cell · zwright8 bundle

   Plan NC3-adjacent command post relocation and electromagnetic-control posture under strategic warning and contested sensing pressure.
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8. ▌
   Joint Precision Navigation Integrity Monitoring Cell · zwright8 bundle

   Support U.S. warfighter planning and operational decision support for Joint Precision Navigation Integrity Monitoring 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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9. ▌
   Joint Precision Navigation Spoofing Attribution Cell · zwright8 bundle

   Support U.S. warfighter spoofing attribution and navigation trust decisions. Use when precision-navigation degradation may come from hostile spoofing, interference, or system faults.
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10. ▌
    Joint Psyops Counter Disinformation Measurement Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Joint PSYOPS Counter-Disinformation Measurement Cell. Use when missions require joint psyops counter-disinformation measurement cell planning, integrated options, and protocol-aware staff outputs.
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11. ▌
    Joint Railway Signaling Cyber Physical Failover Cell · zwright8 bundle

    Coordinate cyber-physical failover for military-relevant railway signaling networks. Use when signaling disruption threatens force flow and rail-dependent sustainment timing.
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12. ▌
    Joint Rapid Harbor Mine Countermeasure Autonomy Cell · zwright8 bundle

    Synchronize autonomous and crewed mine-countermeasure operations to reopen harbors under threat. Use when commanders need risk-bounded opening timelines with concrete external tool and protocol contracts.
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13. ▌
    Theater Jadc2 Data Contract Drift Auditor Cell · zwright8 bundle

    Audit and correct JADC2 mission data contract drift across joint and coalition systems. Use when U.S. commanders need trusted machine-to-machine decision support despite schema mismatch, stale transforms, or releasability drift.
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14. ▌
    U0055 Planning Auto Retry And Backoff Coordinator · zwright8 bundle

    Build and operate the "Planning Auto-Retry and Backoff Coordinator" capability for Strategic Planning and Decomposition. Trigger when this exact capability is needed in mission execution.
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15. ▌
    U0182 Governance Multi Agent Negotiation Mediator · zwright8 bundle

    Build and operate the "Governance Multi-Agent Negotiation Mediator" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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16. ▌
    U0184 Governance Explainability Narrative Builder · zwright8 bundle

    Build and operate the "Governance Explainability Narrative Builder" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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17. ▌
    U0199 Governance Self Reflection Error Taxonomist · zwright8 bundle

    Build and operate the "Governance Self-Reflection Error Taxonomist" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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18. ▌
    U0302 Federation Multi Agent Negotiation Mediator · zwright8 bundle

    Build and operate the "Federation Multi-Agent Negotiation Mediator" capability for Federation and Interoperability. Trigger when this exact capability is needed in mission execution.
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19. ▌
    U0304 Federation Explainability Narrative Builder · zwright8 bundle

    Build and operate the "Federation Explainability Narrative Builder" capability for Federation and Interoperability. Trigger when this exact capability is needed in mission execution.
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20. ▌
    U0319 Federation Self Reflection Error Taxonomist · zwright8 bundle

    Build and operate the "Federation Self-Reflection Error Taxonomist" capability for Federation and Interoperability. Trigger when this exact capability is needed in mission execution.
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21. ▌
    U0335 Economic Auto Retry And Backoff Coordinator · zwright8 bundle

    Build and operate the "Economic Auto-Retry and Backoff Coordinator" capability for Economic Optimization. Trigger when this exact capability is needed in mission execution.
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22. ▌
    U0405 Publicservice Confidence Calibration Engine · zwright8 bundle

    Build and operate the "PublicService Confidence Calibration Engine" capability for Healthcare and Public Services. Trigger when this exact capability is needed in mission execution.
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23. ▌
    U0418 Publicservice Memory Consolidation Pipeline · zwright8 bundle

    Build and operate the "PublicService Memory Consolidation Pipeline" capability for Healthcare and Public Services. Trigger when this exact capability is needed in mission execution.
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24. ▌
    U0428 Publicservice Incident Playbook Synthesizer · zwright8 bundle

    Build and operate the "PublicService Incident Playbook Synthesizer" capability for Healthcare and Public Services. Trigger when this exact capability is needed in mission execution.
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25. ▌
    U0495 Research Auto Retry And Backoff Coordinator · zwright8 bundle

    Build and operate the "Research Auto-Retry and Backoff Coordinator" capability for Scientific Research Systems. Trigger when this exact capability is needed in mission execution.
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26. ▌
    U0565 Observability Confidence Calibration Engine · zwright8 bundle

    Build and operate the "Observability Confidence Calibration Engine" capability for Data Quality and Observability. Trigger when this exact capability is needed in mission execution.
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27. ▌
    U0578 Observability Memory Consolidation Pipeline · zwright8 bundle

    Build and operate the "Observability Memory Consolidation Pipeline" capability for Data Quality and Observability. Trigger when this exact capability is needed in mission execution.
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28. ▌
    U0588 Observability Incident Playbook Synthesizer · zwright8 bundle

    Build and operate the "Observability Incident Playbook Synthesizer" capability for Data Quality and Observability. Trigger when this exact capability is needed in mission execution.
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29. ▌
    U0615 Security Auto Retry And Backoff Coordinator · zwright8 bundle

    Build and operate the "Security Auto-Retry and Backoff Coordinator" capability for Security and Privacy. Trigger when this exact capability is needed in mission execution.
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30. ▌
    U0775 Cultural Auto Retry And Backoff Coordinator · zwright8 bundle

    Build and operate the "Cultural Auto-Retry and Backoff Coordinator" capability for Multilingual and Cultural Adaptation. Trigger when this exact capability is needed in mission execution.
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31. ▌
    U01811 Handoff Contracting For Household Logistics · zwright8 bundle

    Build and operate the "Handoff Contracting for household logistics" capability for household logistics. Use when this exact capability is required by autonomous or human-guided missions.
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32. ▌
    U0150 Tooling Privacy Preserving Data Broker · zwright8 bundle

    Build and operate the "Tooling Privacy Preserving Data Broker" capability for Tool Reliability and Execution Quality. Trigger when this exact capability is needed in mission execution.
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33. ▌
    U0160 Tooling Continuous Improvement Planner · zwright8 bundle

    Build and operate the "Tooling Continuous Improvement Planner" capability for Tool Reliability and Execution Quality. Trigger when this exact capability is needed in mission execution.
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34. ▌
    U0161 Governance Signal Ingestion Normalizer · zwright8 bundle

    Build and operate the "Governance Signal Ingestion Normalizer" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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35. ▌
    U0163 Governance Evidence Provenance Tracker · zwright8 bundle

    Build and operate the "Governance Evidence Provenance Tracker" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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36. ▌
    U0186 Governance Experiment Design Generator · zwright8 bundle

    Build and operate the "Governance Experiment Design Generator" capability for Safety and Governance. Trigger when this exact capability is needed in mission execution.
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37. ▌
    U0235 Oversight Community Feedback Harvester · zwright8 bundle

    Build and operate the "Oversight Community Feedback Harvester" capability for Human Oversight and Operator UX. Trigger when this exact capability is needed in mission execution.
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38. ▌
    U0238 Oversight Training Curriculum Composer · zwright8 bundle

    Build and operate the "Oversight Training Curriculum Composer" capability for Human Oversight and Operator UX. Trigger when this exact capability is needed in mission execution.
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39. ▌
    U0281 Federation Signal Ingestion Normalizer · zwright8 bundle

    Build and operate the "Federation Signal Ingestion Normalizer" capability for Federation and Interoperability. Trigger when this exact capability is needed in mission execution.
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40. ▌
    U0283 Federation Evidence Provenance Tracker · zwright8 bundle

    Build and operate the "Federation Evidence Provenance Tracker" capability for Federation and Interoperability. Trigger when this exact capability is needed in mission execution.
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41. ▌
    U0306 Federation Experiment Design Generator · zwright8 bundle

    Build and operate the "Federation Experiment Design Generator" capability for Federation and Interoperability. Trigger when this exact capability is needed in mission execution.
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42. ▌
    U0325 Economic Confidence Calibration Engine · zwright8 bundle

    Build and operate the "Economic Confidence Calibration Engine" capability for Economic Optimization. Trigger when this exact capability is needed in mission execution.
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43. ▌
    U0338 Economic Memory Consolidation Pipeline · zwright8 bundle

    Build and operate the "Economic Memory Consolidation Pipeline" capability for Economic Optimization. Trigger when this exact capability is needed in mission execution.
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44. ▌
    U0348 Economic Incident Playbook Synthesizer · zwright8 bundle

    Build and operate the "Economic Incident Playbook Synthesizer" capability for Economic Optimization. Trigger when this exact capability is needed in mission execution.
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45. ▌
    U0395 Logistics Community Feedback Harvester · zwright8 bundle

    Build and operate the "Logistics Community Feedback Harvester" capability for Resource Allocation and Logistics. Trigger when this exact capability is needed in mission execution.
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46. ▌
    U0398 Logistics Training Curriculum Composer · zwright8 bundle

    Build and operate the "Logistics Training Curriculum Composer" capability for Resource Allocation and Logistics. Trigger when this exact capability is needed in mission execution.
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47. ▌
    U0406 Publicservice Counterfactual Simulator · zwright8 bundle

    Build and operate the "PublicService Counterfactual Simulator" capability for Healthcare and Public Services. Trigger when this exact capability is needed in mission execution.
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48. ▌
    U0416 Publicservice Failure Root Cause Miner · zwright8 bundle

    Build and operate the "PublicService Failure Root-Cause Miner" capability for Healthcare and Public Services. Trigger when this exact capability is needed in mission execution.
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49. ▌
    U0425 Publicservice Uncertainty Communicator · zwright8 bundle

    Build and operate the "PublicService Uncertainty Communicator" capability for Healthcare and Public Services. Trigger when this exact capability is needed in mission execution.
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50. ▌
    U0475 Education Community Feedback Harvester · zwright8 bundle

    Build and operate the "Education Community Feedback Harvester" capability for Education and Upskilling. Trigger when this exact capability is needed in mission execution.
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51. ▌
    U0478 Education Training Curriculum Composer · zwright8 bundle

    Build and operate the "Education Training Curriculum Composer" capability for Education and Upskilling. Trigger when this exact capability is needed in mission execution.
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52. ▌
    Openclaw 0750 Policy Scoped Data Mediation · zwright8 bundle

    Comms Privacy Preserving Data Broker. Use when work requires policy-scoped data mediation for Communication and Explainability with guardrails, traceable execution, and measurable outcomes.
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53. ▌
    Openclaw 0760 Closed Loop Prioritization · zwright8 bundle

    Comms Continuous Improvement Planner. Use when work requires closed-loop prioritization for Communication and Explainability with guardrails, traceable execution, and measurable outcomes.
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54. ▌
    Allied Satcom Leasing And Bandwidth Arbitration Cell · zwright8 bundle

    Support U.S. warfighter planning and operational decision support for Allied Satcom Leasing And Bandwidth Arbitration 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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55. ▌
    Allied Undersea Telemetry Cable Landing Defense Cell · zwright8 bundle

    Protect allied cable landing stations and undersea telemetry links from disruption and exploitation. Use when maritime communications chokepoints are threatened.
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56. ▌
    Arctic Long Range Uas Icing And Link Resilience Cell · zwright8 bundle

    Protect Arctic long-range UAS operations from icing and comm-link degradation. Use when polar operations require persistent ISR or relay under severe weather and intermittent satcom.
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57. ▌
    Arctic Multi Domain Sustainment Weather Routing Cell · zwright8

    Support U.S. warfighter planning and decision support for Arctic Multi-Domain Sustainment Weather Routing Cell. Use when missions require protocol-aware, authority-gated planning products in this domain.
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58. ▌
    Autonomous Littoral Reconnaissance Buoy Network Cell · zwright8 bundle

    Support U.S. warfighter planning and operational decision support for Autonomous Littoral Reconnaissance Buoy Network 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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59. ▌
    Autonomous Sensor Custody And Chain Of Evidence Cell · zwright8 bundle

    Support U.S. warfighter planning and operational decision support for Autonomous Sensor Custody And Chain Of Evidence 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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60. ▌
    Coalition Anti Corruption Procurement Integrity Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Coalition Anti-Corruption Procurement Integrity Cell. Use when missions require Coalition Anti-Corruption Procurement Integrity Cell planning, integrated options, and protocol-aware staff outputs.
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61. ▌
    Coalition Contested Private 5g Mission Priority Cell · zwright8 bundle

    Manage coalition private-5G mission traffic prioritization and failover when contested spectrum and infrastructure outages degrade command services.
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62. ▌
    Coalition Denied Urban Drone Traffic Separation Cell · zwright8 bundle

    Deconflict coalition drone traffic in dense urban environments during GPS denial and intermittent comms. Use when mixed military, civil, and humanitarian drone flows are collocated.
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63. ▌
    Coalition Digital Identity Revocation And Rekey Cell · zwright8 bundle

    Coordinate coalition key revocation, rekey operations, and identity lifecycle events during incident response.
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64. ▌
    Coalition Maritime Drone Mothership Attribution Cell · zwright8 bundle

    Support coalition attribution of maritime drone mothership networks that enable proxy attacks and deniable harassment campaigns.
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65. ▌
    Coalition Sanctions Evasion Maritime Disruption Cell · zwright8 bundle

    Disrupt maritime sanctions evasion networks with coalition legal and evidence continuity. Use when joint or allied forces need compliant interdiction options, attribution confidence, and escalation controls.
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66. ▌
    Contested Arctic Fiber Backhaul Icebreak Repair Cell · zwright8 bundle

    Support U.S. warfighter planning and operational decision support for Contested Arctic Fiber Backhaul Icebreak Repair 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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67. ▌
    Contested Electromagnetic Fratricide Prevention Cell · zwright8 bundle

    Prevent friendly electromagnetic fratricide across jamming, sensing, and communication operations in dense spectrum battlespaces.
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68. ▌
    Contested Space Ground Lasercom Reconfiguration Cell · zwright8 bundle

    Reconfigure optical space-ground links under jamming, weather, and orbital conflict pressure. Use when SATCOM resilience depends on dynamic laser communications routing.
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69. ▌
    Contested Spectrum Civil Aviation Deconfliction Cell · zwright8 bundle

    Coordinate military and civil aviation spectrum usage under contested electromagnetic conditions to prevent fratricide and preserve sortie generation.
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70. ▌
    Electromagnetic Environmental Effects Hardening Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Electromagnetic Environmental Effects Hardening Cell. Use when missions require electromagnetic-environmental-effects-hardening-cell planning, integrated options, and protocol-aware staff outputs.
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71. ▌
    Expeditionary Air Defense Counter Rocket Mortar Cell · zwright8 bundle

    Synchronize short-range air defense and C-RAM postures for expeditionary bases under persistent indirect fire. Use when planning, rehearsing, or updating operations that require synchronized actions across multiple components, staff sections, or coalition partners.
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72. ▌
    Openclaw 0111 Attack Surface Modeling · zwright8 bundle

    Memory Security Threat Modeler. Use when work requires attack-surface modeling for Memory and Knowledge Operations with guardrails, traceable execution, and measurable outcomes.
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73. ▌
    Openclaw 0177 Baseline Delta Detection · zwright8 bundle

    Governance Regression Sentinel. Use when work requires baseline-delta detection for Safety and Governance with guardrails, traceable execution, and measurable outcomes.
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74. ▌
    Openclaw 0197 Competency Coverage Analysis · zwright8 bundle

    Governance Skill Gap Diagnoser. Use when work requires competency coverage analysis for Safety and Governance with guardrails, traceable execution, and measurable outcomes.
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75. ▌
    Openclaw 0210 Risk Weighted Sequencing · zwright8 bundle

    Oversight Risk-Aware Scheduler. Use when work requires risk-weighted sequencing for Human Oversight and Operator UX with guardrails, traceable execution, and measurable outcomes.
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76. ▌
    Openclaw 0271 Attack Surface Modeling · zwright8 bundle

    Collab Security Threat Modeler. Use when work requires attack-surface modeling for Collaboration and Negotiation with guardrails, traceable execution, and measurable outcomes.
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77. ▌
    Openclaw 0297 Baseline Delta Detection · zwright8 bundle

    Federation Regression Sentinel. Use when work requires baseline-delta detection for Federation and Interoperability with guardrails, traceable execution, and measurable outcomes.
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78. ▌
    Openclaw 0370 Risk Weighted Sequencing · zwright8 bundle

    Logistics Risk-Aware Scheduler. Use when work requires risk-weighted sequencing for Resource Allocation and Logistics with guardrails, traceable execution, and measurable outcomes.
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79. ▌
    Coalition Fires Clearance And Digital Roe Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Coalition Fires Clearance and Digital ROE Cell. Use when missions require coalition-fires-clearance-and-digital-roe-cell planning, integrated options, and protocol-aware staff outputs.
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80. ▌
    Contested Pnt Assurance And Time Transfer Cell · zwright8 bundle

    Preserve precision navigation and timing assurance with resilient time transfer under GNSS denial, spoofing, and jamming pressure.
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81. ▌
    Contested Quantum Key Distribution Satcom Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Contested Quantum Key Distribution SATCOM Cell. Use when missions require contested quantum key distribution satcom cell planning, integrated options, and protocol-aware staff outputs.
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82. ▌
    Contested Subterranean Operations Support Cell · zwright8 bundle

    Plan and assess contested subterranean operations with route survivability, structural risk, and force-protection controls. Use when units must operate in tunnels or underground networks under uncertain threats.
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83. ▌
    Counter Swarm Logistics Denial Protection Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Counter Swarm Logistics Denial Protection Cell. Use when missions require counter-swarm-logistics-denial-protection-cell planning, integrated options, and protocol-aware staff outputs.
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84. ▌
    Expeditionary Atmospheric Effects Monitor Cell · zwright8 bundle

    Assess operational impacts of cloud seeding, aerosol operations, and deliberate atmospheric modification while protecting mission assurance and attribution integrity. Use when commanders or staffs need mission-ready options with explicit tool/protocol bindings, authority gates, and degraded-mode branches.
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85. ▌
    Expeditionary Multi Domain Sensing Fusion Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Expeditionary Multi Domain Sensing Fusion Cell. Use when missions require expeditionary multi-domain sensor fusion and track custody decisions under degraded communications, integrated options, and protocol-aware staff outputs.
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86. ▌
    Expeditionary Tactical Rail Bridge Repair Cell · zwright8 bundle

    Prioritize and coordinate rapid repair of rail bridges and associated corridors to restore military throughput under contested conditions. 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. ▌
    Homeland Grid Blackstart Military Support Cell · zwright8 bundle

    Support military planning for civil grid blackstart and restoration under domestic crisis response authorities. Use when DSCA missions require power restoration prioritization and force support coordination.
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88. ▌
    Homeland Satellite Ground Station Defense Cell · zwright8 bundle

    Protect critical homeland satellite ground stations from cyber, physical, and information attacks. Use when SATCOM continuity depends on rapid hardening, layered defense, and prioritized restoration sequencing.
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89. ▌
    Joint Arctic Over Snow Logistics Corridor Cell · zwright8 bundle

    Manage over-snow mobility corridors, route survivability, and sustainment pacing in Arctic operations.
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90. ▌
    Joint Cbrn Urban Decontamination Corridor Cell · zwright8 bundle

    Support U.S. warfighter planning and decision support for Joint CBRN Urban Decontamination Corridor Cell. Use when missions require joint cbrn urban decontamination corridor cell planning, integrated options, and protocol-aware staff outputs.
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91. ▌
    U0485 Research Confidence Calibration Engine · zwright8 bundle

    Build and operate the "Research Confidence Calibration Engine" capability for Scientific Research Systems. Trigger when this exact capability is needed in mission execution.
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92. ▌
    U0498 Research Memory Consolidation Pipeline · zwright8 bundle

    Build and operate the "Research Memory Consolidation Pipeline" capability for Scientific Research Systems. Trigger when this exact capability is needed in mission execution.
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93. ▌
    U0508 Research Incident Playbook Synthesizer · zwright8 bundle

    Build and operate the "Research Incident Playbook Synthesizer" capability for Scientific Research Systems. Trigger when this exact capability is needed in mission execution.
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94. ▌
    U0522 Engineering Context Window Prioritizer · zwright8 bundle

    Build and operate the "Engineering Context Window Prioritizer" capability for Software Engineering Automation. Trigger when this exact capability is needed in mission execution.
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95. ▌
    U0531 Engineering Policy Constraint Compiler · zwright8 bundle

    Build and operate the "Engineering Policy Constraint Compiler" capability for Software Engineering Automation. Trigger when this exact capability is needed in mission execution.
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96. ▌
    U0552 Engineering Compliance Evidence Mapper · zwright8 bundle

    Build and operate the "Engineering Compliance Evidence Mapper" capability for Software Engineering Automation. Trigger when this exact capability is needed in mission execution.
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97. ▌
    U0566 Observability Counterfactual Simulator · zwright8 bundle

    Build and operate the "Observability Counterfactual Simulator" capability for Data Quality and Observability. Trigger when this exact capability is needed in mission execution.
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98. ▌
    U0576 Observability Failure Root Cause Miner · zwright8 bundle

    Build and operate the "Observability Failure Root-Cause Miner" capability for Data Quality and Observability. Trigger when this exact capability is needed in mission execution.
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99. ▌
    U0585 Observability Uncertainty Communicator · zwright8 bundle

    Build and operate the "Observability Uncertainty Communicator" capability for Data Quality and Observability. Trigger when this exact capability is needed in mission execution.
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100. ▌
     U0605 Security Confidence Calibration Engine · zwright8 bundle

     Build and operate the "Security Confidence Calibration Engine" capability for Security and Privacy. Trigger when this exact capability is needed in mission execution.
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