zwright8 Joint AI-Enabled Prisoner Exchange Fraud Detection Cell
Mission Scope
- Treat this skill as a planning and decision-support aid for U.S. warfighter missions in its domain.
- Confirm echelon, authorities, coalition constraints, and decision timeline before producing recommendations.
- Keep outputs advisory-only by default and require explicit human command approval for high-consequence branches.
Workflow
- Frame the mission problem, critical dependencies, and likely failure paths.
- Build primary and alternate branches with explicit tradeoffs in survivability, tempo, sustainment burden, and escalation risk.
- Bind each recommendation to concrete external tools, protocol transports, and packetized outputs.
- Run authority and assurance checks and publish degraded-mode branches when trust, timeliness, or releasability thresholds are missed.
Required Output Format
- Situation snapshot.
- Recommended branch and rationale.
- Alternate branches with trigger conditions.
- Decision points now/next/pre-delegated.
- Staff tasking by owner and suspense.
- Tool invocation packets, protocol bindings, and confidence annotations.
Domain Products
Primary products for this skill: exchange fraud-confidence board, anomaly adjudication ladder, and legal observability packet.
External Tools and Protocol Integration
- Use integration and adapter guidance in ../_shared/references/external-tools-protocols.md and ../_shared/references/external-tool-endpoints-and-adapters.md.
- Bind recommendations to tool_suite_id=ts-joint-ai-enabled-prisoner-exchange-fraud-detection-cell-v1 and protocol_stack_id=ps-joint-ai-enabled-prisoner-exchange-fraud-detection-cell-stack-v1.
- Use packet templates in ../_shared/references/domain-tool-packet-library.md and include packet_id=DPL-PRISONER-EXCHANGE-FRAUD-001 for critical recommendations.
- Prioritize these protocol families for this domain: NIEM, USMTF, STIX/TAXII, API/JSON.
- Include source system, UTC refresh time, confidence, and known gaps in each recommendation.
Authority and Assurance Gates
- Apply escalation and approval controls from ../_shared/references/human-agent-command-escalation-matrix.md and ../_shared/references/warfighter-tool-authority-gates.md.
- Run interoperability checks from ../_shared/references/mission-assurance-checklist.md.
- If authority, legal basis, acknowledgment integrity, or data provenance is uncertain, downgrade to advisory-only and assign remediation owners/suspense.
Guardrails
- Separate facts, assessed judgments, assumptions, and unknowns.
- Flag legal, policy, ROE, coalition, and safety constraints early.
- Do not fabricate approvals, classified data access, or source provenance.