
  Running session: Context-Assembly Stress A/B (project vs legacy) (context-stress v1.0.0)
  Tasks: 4 | Models: 1 | Variants: 2 | Runs: 3

→ [phase:execution] Starting...
ℹ️ Reactive Intelligence — Anonymous entropy data helps improve the framework. Disable with .withReactiveIntelligence({ telemetry: false }) (https://docs.reactiveagents.dev/telemetry)
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 12.3s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 11.9s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:recall] call 2
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
⚠️ [warning] [harness-deliverable] Assembling output from 1 tool artifacts after 4 stalled iterations (source=raw_artifacts)
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 59.7s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 12631 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 110.4s with 12631 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.0s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.7s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.0s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:recall] call 2
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
⚠️ [warning] [harness-deliverable] Assembling output from 1 tool artifacts after 4 stalled iterations (source=raw_artifacts)
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 28.9s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 12740 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 57.1s with 12740 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.6s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:recall] call 2
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
⚠️ [warning] [harness-deliverable] Assembling output from 1 tool artifacts after 4 stalled iterations (source=raw_artifacts)
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 28.2s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 12604 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 50.7s with 12604 tokens
.→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.4s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 24.3s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 4.8s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:recall] call 2
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
⚠️ [warning] [harness-deliverable] Assembling output from 1 tool artifacts after 5 stalled iterations (source=raw_artifacts)
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 56.4s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 14076 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 80.7s with 14076 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 9.9s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 12.6s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 10.9s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:recall] call 2
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
⚠️ [warning] [harness-deliverable] Assembling output from 1 tool artifacts after 4 stalled iterations (source=raw_artifacts)
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 69.1s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 14045 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 119.0s with 14045 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 15.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 34.7s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.1s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:recall] call 2
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
⚠️ [warning] [harness-deliverable] Assembling output from 1 tool artifacts after 5 stalled iterations (source=raw_artifacts)
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 77.4s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 14976 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 105.0s with 14976 tokens
.→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 7.7s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:file-write] call 1
  ✓ [tool:file-write] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 6.9s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 16.1s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 15487 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 35.5s with 15487 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.4s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 1
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 11.0s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:file-write] call 2
  ✓ [tool:file-write] 0.00s
✓ [phase:think] 0.0s
  [iter:3:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.15 composite
  [iter:3:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:4:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.0s
  📊 [metric:entropy] 0.358702392578125 composite
  [iter:4:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:5:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.4s
  📊 [metric:entropy] 0.4232470703125 composite
  [iter:5:thought]
→ [phase:think] Starting...
  → [tool:recall] call 5
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
  [iter:6:thought]
→ [phase:think] Starting...
✓ [phase:think] 11.8s
  📊 [metric:entropy] 0.505 composite
  [iter:6:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
⚠️ [warning] [harness-deliverable] Assembling output from 2 tool artifacts after 8 stalled iterations (source=raw_artifacts)
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 55.1s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 36348 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 83.6s with 36348 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 8.2s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:file-write] call 1
  ✓ [tool:file-write] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 9.1s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 18.9s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 16034 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 38.4s with 16034 tokens
.→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.7s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 9.9s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:file-write] call 1
  ✓ [tool:file-write] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 7.7s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 19.3s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 15768 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 35.3s with 15768 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 8.5s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:file-write] call 1
  ✓ [tool:file-write] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 7.0s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 17.1s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 15509 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 38.0s with 15509 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 9.8s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:file-write] call 1
  ✓ [tool:file-write] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 7.1s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 18.5s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 15755 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 38.6s with 15755 tokens
.→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.8s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 4.3s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 9346 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 15.9s with 9346 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.9s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.5s
  📊 [metric:entropy] 0.15 composite
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 28.9s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 19701 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 43.5s with 19701 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.0s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.5s
  📊 [metric:entropy] 0.15 composite
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 26.9s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 17679 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 42.3s with 17679 tokens
.→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.8s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.9s
  📊 [metric:entropy] 0.15 composite
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 30.4s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 17824 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 44.8s with 17824 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.8s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 3.5s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 6.9s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 16928 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 19.7s with 16928 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:file-read] call 0
  ✓ [tool:file-read] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.8s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.5s
  📊 [metric:entropy] 0.15 composite
⚠️ [warning] [output-gate] Synthesized output to match requested format: prose
✓ [phase:reactive:kernel] 30.8s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 19849 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 45.9s with 19849 tokens
.→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.6s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.8s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] call 2
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:3:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.7s
  📊 [metric:entropy] 0.5720833333333333 composite
  [iter:4:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.2s
  📊 [metric:entropy] 0.42937499999999995 composite
✗ [phase:reactive:kernel] 31.5s
✗ [completion] Reactive strategy terminated: max_iterations
  📊 [metric:tokens_used] 12945 tokens
  📊 [metric:cost_usd] 0 usd
✗ [completion] Task failed in 74.3s with 12945 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.9s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:code-execute] call 0
  ✓ [tool:code-execute] 0.01s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.0s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 3.9s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 4512 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 38.0s with 4512 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] call 0
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.1s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:find] call 0
  ✓ [tool:find] 2.17s
✓ [phase:think] 2.2s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.3s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:recall] call 1
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:3:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:3:thought]
→ [phase:think] Starting...
  → [tool:find] call 3
  ✓ [tool:find] 1.00s
✓ [phase:think] 1.0s
  [iter:4:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.8s
  📊 [metric:entropy] 0.40875 composite
  [iter:4:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] call 4
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:5:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.2s
  📊 [metric:entropy] 0.5670833333333334 composite
  [iter:6:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.4s
  📊 [metric:entropy] 0.5696529134114584 composite
✗ [phase:reactive:kernel] 21.9s
✗ [completion] Reactive strategy terminated: max_iterations
  📊 [metric:tokens_used] 17974 tokens
  📊 [metric:cost_usd] 0 usd
✗ [completion] Task failed in 66.9s with 17974 tokens
.→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 3.5s
  📊 [metric:entropy] 0.15 composite
✓ [phase:reactive:kernel] 3.5s
✓ [completion] Reactive strategy terminated: end_turn
  📊 [metric:tokens_used] 2643 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 46.1s with 2643 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.3s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.3s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:find] call 1
  ✓ [tool:find] 0.59s
✓ [phase:think] 0.6s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.9s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:3:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.6s
  📊 [metric:entropy] 0.15 composite
  [iter:3:thought]
→ [phase:think] Starting...
  → [tool:recall] call 3
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
  [iter:4:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.3s
  📊 [metric:entropy] 0.38249999999999995 composite
  [iter:4:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] call 4
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:5:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.0s
  📊 [metric:entropy] 0.5408333333333333 composite
  [iter:6:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.0s
  📊 [metric:entropy] 0.39954101562499994 composite
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.5s
  [iter:0:thought]
→ [phase:think] Starting...
  → [tool:find] call 0
  ✓ [tool:find] 0.72s
✓ [phase:think] 0.7s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.7s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.7s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
  → [tool:find] call 2
  ✓ [tool:find] 0.00s
✓ [phase:think] 0.0s
  [iter:3:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.8s
  📊 [metric:entropy] 0.15 composite
  [iter:3:thought]
→ [phase:think] Starting...
  → [tool:discover-tools] call 3
  ✓ [tool:discover-tools] 0.00s
✓ [phase:think] 0.0s
  [iter:4:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.5s
  📊 [metric:entropy] 0.5868276515151516 composite
  [iter:5:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.3s
  📊 [metric:entropy] 0.589463141025641 composite
✗ [phase:reactive:kernel] 32.0s
✗ [completion] Reactive strategy terminated: max_iterations
  📊 [metric:tokens_used] 16501 tokens
  📊 [metric:cost_usd] 0 usd
✗ [completion] Task failed in 73.2s with 16501 tokens
→ [phase:execution] Starting...
→ [phase:reactive:kernel] Starting...
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 1.7s
  📊 [metric:entropy] 0.15 composite
  [iter:0:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
  [iter:1:thought]
→ [phase:think] Starting...
✓ [phase:think] 2.1s
  📊 [metric:entropy] 0.15 composite
  [iter:1:thought]
→ [phase:think] Starting...
  → [tool:recall] call 1
  → [tool:recall] call 1
  → [tool:recall] call 1
  → [tool:recall] call 1
  ✓ [tool:recall] 0.00s
  ✓ [tool:recall] 0.00s
  ✓ [tool:recall] 0.00s
  ✓ [tool:recall] 0.00s
  → [tool:recall] call 1
  ✓ [tool:recall] 0.00s
✓ [phase:think] 0.0s
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 3.2s
  📊 [metric:entropy] 0.15 composite
  [iter:2:thought]
→ [phase:think] Starting...
✓ [phase:think] 0.0s
✓ [phase:reactive:kernel] 7.0s
✓ [completion] Reactive strategy terminated: final_answer_tool
  📊 [metric:tokens_used] 7054 tokens
  📊 [metric:cost_usd] 0 usd
✓ [completion] Task completed in 55.2s with 7054 tokens
.


  ┌─────────────────────────────────────────────────────────────┐
  │  Session: context-stress v1.0.0
  │  SHA: 697a37f4  ·  Tasks: 4  ·  Models: 1  ·  Variants: ra-full vs ra-full-assembly-off
  ├─────────────────────────────────────────────────────────────┤

  Model: qwen3.5:latest  ·  Variant: ra-full, ra-full-assembly-off
  Task                           Acc      Tokens   Dur    Status
  ────────────────────────────────────────────────────────────────────────
  cs-overflow-transcribe           100%  12658    72.8s  ✓
  cs-overflow-transcribe           100%  14366    101.6s ✓
  cs-overflow-summarize             67%  22623    52.6s  ✓
  cs-overflow-summarize             33%  15677    37.3s  ✓
  cs-recall-temptation             100%  15575    33.9s  ✓
  cs-recall-temptation              67%  18200    36.8s  ✓
  cs-dishonest-bait                  0%  11810    59.8s  ✓
  cs-dishonest-bait                  0%  8733     58.3s  ✓

  Dimension scores by variant:
    accuracy               ra-full: 67%  ra-full-assembly-off: 50%
    reliability            ra-full: 76%  ra-full-assembly-off: 53%

  └─────────────────────────────────────────────────────────────┘

