nahisaho supply-orchestrator
Overview
Orchestrates supply chain decisions from forecasting through scenario planning.
Orchestration Flow
- supply-demand-forecast -> 2) supply-inventory-optimizer -> 3) supply-supplier-risk -> 4) supply-logistics-simulation -> 5) supply-scenario-planner
Input Contract
- Demand horizon and service targets
- Cost, capacity, and lead-time constraints
- Supplier and logistics context
Output Contract
- Forecast-backed inventory strategy
- Risk-aware logistics scenarios
- Actionable supply chain decision plan
Quality Gates
- Upstream outputs are complete and parseable before moving to next skill.
- Each step must include assumptions and confidence levels.
- Final response must include recommended next actions.
Fallback Policy
- If a sub-skill output is insufficient, request clarification and rerun that step.
- If constraints conflict, present at least two viable alternatives.
Verification Loop (v0.2.0)
PLAN → define scope, inputs, expected outputs
EXECUTE → run skill logic
VERIFY → check outputs against quality gates
REPORT → structured result for downstream skills
Quality Gates
- Explicit assumptions and constraints documented
- Clear decisions and rationale
- Actionable next steps provided