refactor

README.md

@@ -160,20 +160,20 @@ uv run python scripts/simulate.py --days 60
 
 ## Hackathon Compliance
 
-### ✅ Step 2: Data-Informed Modelling
+### Step 2: Data-Informed Modelling - COMPLETE
 - Analyzed 739,669 hearings for patterns
 - Classified cases as "ripe" vs "unripe" with bottleneck types
 - Developed adjournment and disposal assumptions
 - Proposed synthetic fields for data enrichment
 
-### ✅ Step 3: Algorithm Development - COMPLETE
-- ✅ 2-year simulation operational with validated results
-- ✅ Stochastic case progression with realistic dynamics
-- ✅ Accounts for judicial working days (192/year)
-- ✅ Dynamic multi-courtroom allocation with perfect load balancing
-- ✅ Daily cause lists generated (CSV format)
-- ✅ User control & override system (judge approval workflow)
-- ✅ No-case-left-behind verification (97.7% coverage achieved)
+### Step 3: Algorithm Development - COMPLETE
+- 2-year simulation operational with validated results
+- Stochastic case progression with realistic dynamics
+- Accounts for judicial working days (192/year)
+- Dynamic multi-courtroom allocation with perfect load balancing
+- Daily cause lists generated (CSV format)
+- User control & override system (judge approval workflow)
+- No-case-left-behind verification (97.7% coverage achieved)
 
 ## For Hackathon Teams
 
@@ -185,15 +185,15 @@ uv run python scripts/simulate.py --days 60
 5. **Dynamic Allocation**: Load-balanced distribution across 5 courtrooms (Gini 0.002)
 
 ### Development Status
-- ✅ **EDA & parameter extraction** - Complete
-- ✅ **Ripeness classification system** - Complete (40.8% cases filtered)
-- ✅ **Simulation engine with disposal logic** - Complete
-- ✅ **Dynamic multi-courtroom allocator** - Complete (perfect load balance)
-- ✅ **Daily cause list generator** - Complete (CSV export working)
-- ✅ **User control & override system** - Core API complete, UI pending
-- ✅ **No-case-left-behind verification** - Complete (97.7% coverage)
-- ✅ **Data gap analysis report** - Complete (8 synthetic fields proposed)
-- ⏳ **Interactive dashboard** - Visualization components ready, UI assembly needed
+- **EDA & parameter extraction** - Complete
+- **Ripeness classification system** - Complete (40.8% cases filtered)
+- **Simulation engine with disposal logic** - Complete
+- **Dynamic multi-courtroom allocator** - Complete (perfect load balance)
+- **Daily cause list generator** - Complete (CSV export working)
+- **User control & override system** - Core API complete, UI pending
+- **No-case-left-behind verification** - Complete (97.7% coverage)
+- **Data gap analysis report** - Complete (8 synthetic fields proposed)
+- **Interactive dashboard** - Visualization components ready, UI assembly needed
 
 ## Documentation