After deep-diving the codebase this final stretch, here's what's locked and ready for judges:
What's Complete
- 7 coded Python agents running inside a UiPath Maestro Case — Intake → Review → Settlement → Closure with 5 secondary exception stages
- SSDI/Death Master File circuit breaker — claim-scoped billing freeze the instant a deceased member is detected. Zero FDCPA exposure.
- O(n) SHA-256 duplicate fraud detection — O(1) lookup, no exponential blowup regardless of claim volume
- Position-indexed PHI masking — PII is tokenized before any LLM call, with collision-safe restoration
- Plan-aware COB engine — CMS Medicare Secondary Payer precedence → commercial birthday rule → plan start date. Full 3-way coverage support.
- Agent-as-Judge — cross-stage contradiction detection before final settlement approval
- 8 Human-in-the-Loop gates — humans stay in authority at OCR validation, medical necessity, COB confirmation, fraud hold, legal estates, and final claims adjuster approval
- Cross-platform CI/CD — GitHub Actions runs all 7 deterministic scenarios on Ubuntu + Windows, mypy strict, uipath pack → publish to Orchestrator
- Built with Claude Code via
uip skills install --agents claude— UiPath Coding Agents bonus documented and shown in demo
Run it yourself (no API keys needed)
git clone https://github.com/jagaadi/Omnishield360
cd Omnishield360 && pip install uv && uv venv && uv pip install -e ".[dev]"
UIPATH_NO_LLM=1 python main.py --scenario SCENARIO_03_COMPLIANCE_DECEASED_LITIGATION_SHIELD
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