Return code: 0
Duration: 56.6s

=== STDOUT ===
🚀 Running coder
📦 Dynamic packages: clingo
🤖 Creating agent with model: anthropic/claude-sonnet-4.5
🤖 Using model: anthropic/claude-sonnet-4.5
  python_exec: defining function solve_set_cover()
  python_exec: selected = [1, 2, 3]
  save_code: {'code': 'import clingo\nimpor...
  report_issue: {'text': 'All is fine - no iss...


                                    Summary                                     

I've successfully completed the Set Cover problem using Answer Set Programming. 
The solution:                                                                   

Key Implementation Details:                                                     

 • Facts: Defined the universe (elements 1-8), available sets (0-5), and set    
   membership using contains(S, E) predicates                                   
 • Choice Rule: { selected(S) } :- set(S) allows the solver to choose which sets
   to select                                                                    
 • Coverage Constraint: Ensures every element is covered by at least one        
   selected set                                                                 
 • Optimization: Uses #minimize { 1,S : selected(S) } to find the minimum number
   of sets                                                                      

Result:                                                                         

 • Selected sets: [1, 2, 3]                                                     
    • Set 1: {2, 4, 5}                                                          
    • Set 2: {3, 6, 7}                                                          
    • Set 3: {1, 4, 8}                                                          
 • Total sets: 3 (matches expected optimal)                                     
 • Coverage: All elements {1, 2, 3, 4, 5, 6, 7, 8} are covered                  

The solution is optimal, verified, and outputs the required JSON format.        

==================================================
📊 Execution Statistics
==================================================

🔧 Tool Usage:
  python_exec            2 calls
  report_issue           1 calls
  save_code              1 calls

💬 Token Consumption:
  Input tokens:        97,541
  Output tokens:       2,895
  Total tokens:        100,436

⏱️  Execution time: 55.1s
==================================================


=== STDERR ===
