Pass^k Reliability
Deterministic queries return consistent outputs (for example, "find best board" yields Board #11 every time). Physics optimization uses deterministic SLSQP.
Domain Policy Following
- 12 rules govern data integrity, query processing, and physics constraints.
- Component validation enforces A-N only.
- Board IDs validated in the 1-30 range.
Structured Tool Use
- 13 tools with typed parameters in the cockpit registry.
- Parameter validation before execution.
- JSON-serializable returns for deterministic reporting.
Four-Phase Implementation
- Phase 1: Glass Box (Blueprint Panel shows plan before execution).
- Phase 2: Human-in-the-Loop (Approve/Cancel before run).
- Phase 3: Progressive Disclosure (drill into results).
- Phase 4: Multi-Modal Output (matplotlib visualizations).