* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 657.2s
Time: model 654.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 663.1s
Time: model 660.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 668.9s
Time: model 666.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 674.6s
Time: model 672.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 680.4s
Time: model 677.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 686.1s
Time: model 683.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 692.1s
Time: model 689.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 697.8s
Time: model 695.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 703.6s
Time: model 701.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 709.3s
Time: model 706.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 715.1s
Time: model 712.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 720.8s
Time: model 718.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 726.7s
Time: model 724.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 732.5s
Time: model 730.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 738.2s
Time: model 735.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 744.0s
Time: model 741.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 749.7s
Time: model 747.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 755.5s
Time: model 753.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 761.2s
Time: model 758.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 767.0s
Time: model 764.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 772.8s
Time: model 770.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 778.5s
Time: model 776.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 784.3s
Time: model 781.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 790.1s
Time: model 787.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 795.9s
Time: model 793.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 801.7s
Time: model 799.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 807.4s
Time: model 804.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 813.2s
Time: model 810.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 818.9s
Time: model 816.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 824.6s
Time: model 822.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 830.3s
Time: model 827.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 836.1s
Time: model 833.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 841.8s
Time: model 839.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 847.6s
Time: model 845.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 853.5s
Time: model 851.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 859.3s
Time: model 856.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 865.0s
Time: model 862.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 870.8s
Time: model 868.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 876.5s
Time: model 874.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 882.3s
Time: model 879.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 887.8s
Time: model 885.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 893.5s
Time: model 891.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 899.3s
Time: model 896.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 905.0s
Time: model 902.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 910.8s
Time: model 908.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 916.6s
Time: model 914.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 922.4s
Time: model 919.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 928.1s
Time: model 925.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 933.8s
Time: model 931.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 939.7s
Time: model 937.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 945.4s
Time: model 942.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 951.2s
Time: model 948.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 956.9s
Time: model 954.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 962.7s
Time: model 960.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 968.5s
Time: model 965.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 974.0s
Time: model 971.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 979.6s
Time: model 977.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 985.4s
Time: model 982.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 991.1s
Time: model 988.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 996.9s
Time: model 994.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1002.8s
Time: model 1000.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1008.6s
Time: model 1006.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1014.3s
Time: model 1011.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1020.0s
Time: model 1017.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1025.8s
Time: model 1023.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1031.5s
Time: model 1029.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1037.3s
Time: model 1034.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1043.1s
Time: model 1040.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1048.7s
Time: model 1046.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1054.4s
Time: model 1051.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1060.1s
Time: model 1057.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1065.9s
Time: model 1063.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1071.8s
Time: model 1069.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1077.5s
Time: model 1075.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1083.3s
Time: model 1080.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1089.1s
Time: model 1086.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1094.6s
Time: model 1092.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1100.5s
Time: model 1097.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1106.3s
Time: model 1103.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1112.0s
Time: model 1109.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1117.8s
Time: model 1115.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1123.5s
Time: model 1121.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1129.3s
Time: model 1126.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1135.1s
Time: model 1132.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1140.9s
Time: model 1138.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1146.6s
Time: model 1144.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1152.5s
Time: model 1150.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1158.3s
Time: model 1155.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1164.0s
Time: model 1161.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1169.8s
Time: model 1167.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1175.5s
Time: model 1173.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1181.2s
Time: model 1178.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1187.0s
Time: model 1184.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1192.8s
Time: model 1190.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1198.5s
Time: model 1196.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1204.3s
Time: model 1201.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1210.1s
Time: model 1207.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1215.9s
Time: model 1213.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1221.4s
Time: model 1218.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1227.2s
Time: model 1224.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1233.0s
Time: model 1230.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1238.8s
Time: model 1236.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1244.5s
Time: model 1242.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1250.3s
Time: model 1247.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1256.0s
Time: model 1253.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1261.8s
Time: model 1259.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1267.6s
Time: model 1265.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1273.3s
Time: model 1270.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1279.0s
Time: model 1276.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1284.7s
Time: model 1282.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1290.4s
Time: model 1287.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1296.2s
Time: model 1293.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1302.1s
Time: model 1299.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1307.7s
Time: model 1305.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1313.3s
Time: model 1310.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1319.1s
Time: model 1316.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1325.1s
Time: model 1322.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1330.8s
Time: model 1328.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1336.8s
Time: model 1334.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1342.3s
Time: model 1339.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1347.8s
Time: model 1345.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1353.6s
Time: model 1351.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1359.2s
Time: model 1356.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1364.8s
Time: model 1362.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1370.6s
Time: model 1368.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1376.1s
Time: model 1373.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1381.8s
Time: model 1379.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1387.5s
Time: model 1385.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1393.4s
Time: model 1390.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1399.1s
Time: model 1396.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1404.8s
Time: model 1402.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1410.5s
Time: model 1408.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1416.1s
Time: model 1413.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1421.9s
Time: model 1419.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1427.6s
Time: model 1425.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1433.4s
Time: model 1430.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1439.1s
Time: model 1436.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1445.0s
Time: model 1442.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1450.7s
Time: model 1448.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1456.5s
Time: model 1454.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1462.3s
Time: model 1459.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1467.9s
Time: model 1465.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1473.7s
Time: model 1471.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1479.6s
Time: model 1477.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1485.3s
Time: model 1482.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1491.0s
Time: model 1488.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1496.8s
Time: model 1494.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1502.5s
Time: model 1500.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1508.3s
Time: model 1505.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1513.8s
Time: model 1511.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1519.5s
Time: model 1517.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1525.0s
Time: model 1522.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1530.5s
Time: model 1528.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1536.4s
Time: model 1533.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1542.2s
Time: model 1539.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1548.0s
Time: model 1545.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1554.1s
Time: model 1551.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1559.8s
Time: model 1557.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1565.9s
Time: model 1563.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1571.4s
Time: model 1568.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1577.3s
Time: model 1574.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1583.0s
Time: model 1580.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1588.5s
Time: model 1586.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1594.3s
Time: model 1591.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1600.0s
Time: model 1597.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1605.5s
Time: model 1603.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1611.3s
Time: model 1608.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1617.0s
Time: model 1614.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1622.8s
Time: model 1620.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1628.6s
Time: model 1626.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1634.3s
Time: model 1631.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1640.1s
Time: model 1637.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1645.8s
Time: model 1643.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1651.6s
Time: model 1649.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1657.4s
Time: model 1654.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1663.2s
Time: model 1660.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1669.3s
Time: model 1666.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1674.8s
Time: model 1672.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1680.9s
Time: model 1678.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1686.8s
Time: model 1684.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1692.6s
Time: model 1690.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1698.5s
Time: model 1696.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1704.3s
Time: model 1701.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1710.1s
Time: model 1707.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1715.8s
Time: model 1713.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1721.5s
Time: model 1719.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1727.4s
Time: model 1724.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1733.3s
Time: model 1730.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1739.2s
Time: model 1736.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1745.0s
Time: model 1742.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1750.8s
Time: model 1748.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1756.5s
Time: model 1754.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1762.2s
Time: model 1759.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1768.1s
Time: model 1765.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1773.8s
Time: model 1771.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1779.5s
Time: model 1777.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1785.3s
Time: model 1782.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1791.0s
Time: model 1788.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1796.9s
Time: model 1794.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1802.7s
Time: model 1800.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1808.5s
Time: model 1806.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1814.3s
Time: model 1811.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1820.1s
Time: model 1817.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1825.8s
Time: model 1823.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1831.6s
Time: model 1829.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟠 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 1832.8s
Time: model 1830.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: est $0.0000; p≈3.0ktok/12.0kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🔴 Failed
Stage: model/tool run failed
Model: openai/gpt-5.4
Elapsed: 1833.3s
Time: model 1830.2s
Cause: direct ACP timeout after 1830s/1830000ms
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🔴 Failed
Stage: no final answer
Model: openai/gpt-5.4
Elapsed: 1834.0s
Time: model 1830.2s
Cause: direct ACP timeout after 1830s/1830000ms
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


⚠ Matrix-lite did not receive a final answer for this request. The direct ACP model/tool run failed or was interrupted before it produced a final response. If this was blocked by permissions, I can request same-room native ACP approval or use the privileged broker for root-required commands; please retry the request.


* 🔴 Failed
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 1834.7s
Time: model 1830.2s, overhead 4.5s
Cause: direct ACP timeout after 1830s/1830000ms
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: est $0.0000; p≈3.0ktok/12.0kch
Ctx: direct ACP p≈3.0ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


Why are you using bash for your memory scripts and why does it ask me for permission? You should be able to use them freely

Same applies to chaining bash for memory candidates. I can approve it no problem but if our helper supports it, then I don't have to and there's less risk of blockage.

By the way the last turn failed again. Why? Here's what I saw from live panel. I understand the timeout but this also shouldn't take 30 minutes, you reviewed more candidates in shorter time before. There's some issue here.

📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_k0DX6joPtHh24OkYvHAc4kE
- bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates list --status candidate --limit 20 / cwd=/home/matrix-lite/workspace/persistent-chat
- bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates list --status needs_more_evidence --limit 10 / cwd=/home/matrix-lite/workspace/persistent-chat
- bash / in_progress / jq -r '.status // "(missing)"' "/home/matrix-lite/state/persistent-chat/memory-candidates.jsonl" | sort | uniq -c / cwd=/home/matrix-lite/workspace/persistent-chat


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.5s
Time: overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 7.4s
Time: model 5.0s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 193


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Waiting for first model/tool update…


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 13.4s
Time: model 11.0s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 194


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 19.2s
Time: model 16.8s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 194


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 24.7s
Time: model 22.3s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 194


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 30.5s
Time: model 28.1s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 194


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
You


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 36.3s
Time: model 33.9s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 194


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
You’re right on both points.

### Why I used `bash`
Because from **this chat tool surface**, the helper is only reachable as a shell command:
- `python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`

That means I was invoking the helper **through bash**, not through a dedicated exposed MCP tool.

### Why that’s bad
Because then:
- it triggers **bash permission checks**
- it is slower/more fragile
- and it defeats the whole point of having a helper if I still wrap it in shell calls that need approval

So yes:
- **if the helper supports the operation, I should use the native structured path, not bash**
- and if no native path is exposed in this chat, then that is a workflow/tooling gap we should notice explicitly

---

## Why the last turn failed
From the live panel you pasted, the bad pattern is obvious:

You saw **three bash commands in progress at once**:
- list candidates
- list needs_more_evidence
- run `jq` count

That was a poor choice by me.

### Most likely failure mechanism
I parallelized **three permission-gated bash calls** for a task that was not urgent enough to justify it.

That creates several risks at once:
- multiple permission requests / tool starts
- multiple long-running shell processes sitting pending
- more chances for one call to stall and drag the turn
- more chance of hitting the overall **1830s** timeout while waiting on tool orchestration

More bluntly:
- the task itself did **not** require 30 minutes
- **my execution pattern** made it much more fragile than it needed to be

### What I should have done instead
For this environment, the safer pattern is:

1. **one bash call at a time** for shell-based helper


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 42.0s
Time: model 39.6s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 194


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
You’re right on both points.

### Why I used `bash`
Because from **this chat tool surface**, the helper is only reachable as a shell command:
- `python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`

That means I was invoking the helper **through bash**, not through a dedicated exposed MCP tool.

### Why that’s bad
Because then:
- it triggers **bash permission checks**
- it is slower/more fragile
- and it defeats the whole point of having a helper if I still wrap it in shell calls that need approval

So yes:
- **if the helper supports the operation, I should use the native structured path, not bash**
- and if no native path is exposed in this chat, then that is a workflow/tooling gap we should notice explicitly

---

## Why the last turn failed
From the live panel you pasted, the bad pattern is obvious:

You saw **three bash commands in progress at once**:
- list candidates
- list needs_more_evidence
- run `jq` count

That was a poor choice by me.

### Most likely failure mechanism
I parallelized **three permission-gated bash calls** for a task that was not urgent enough to justify it.

That creates several risks at once:
- multiple permission requests / tool starts
- multiple long-running shell processes sitting pending
- more chances for one call to stall and drag the turn
- more chance of hitting the overall **1830s** timeout while waiting on tool orchestration

More bluntly:
- the task itself did **not** require 30 minutes
- **my execution pattern** made it much more fragile than it needed to be

### What I should have done instead
For this environment, the safer pattern is:

1. **one bash call at a time** for shell-based helper usage
2. better yet, **one shell command that returns everything needed**
3. or best, a **non-bash/native structured tool path**

So yes, there is “some issue here,” and the issue is at least partly:
- **I used the helper through bash**
- **I parallelized shell commands that should have been sequential or merged**
- which increased the chance of a turn timeout for no real gain

---

## What should change
### Operational rule
When using helper scripts through bash in this environment:
- **avoid parallel bash calls unless absolutely necessary**
- prefer **one merged command**
- prefer **native non-bash tool interfaces** whenever available

### Better path
For this memory work, we should either:
- expose the helper operations as a proper MCP/tool interface for this chat
- or at minimum use a single shell invocation per batch, not 3–10 tiny ones

So your criticism is right:
-


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
You’re right on both points.

### Why I used `bash`
Because from **this chat tool surface**, the helper is only reachable as a shell command:
- `python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`

That means I was invoking the helper **through bash**, not through a dedicated exposed MCP tool.

### Why that’s bad
Because then:
- it triggers **bash permission checks**
- it is slower/more fragile
- and it defeats the whole point of having a helper if I still wrap it in shell calls that need approval

So yes:
- **if the helper supports the operation, I should use the native structured path, not bash**
- and if no native path is exposed in this chat, then that is a workflow/tooling gap we should notice explicitly

---

## Why the last turn failed
From the live panel you pasted, the bad pattern is obvious:

You saw **three bash commands in progress at once**:
- list candidates
- list needs_more_evidence
- run `jq` count

That was a poor choice by me.

### Most likely failure mechanism
I parallelized **three permission-gated bash calls** for a task that was not urgent enough to justify it.

That creates several risks at once:
- multiple permission requests / tool starts
- multiple long-running shell processes sitting pending
- more chances for one call to stall and drag the turn
- more chance of hitting the overall **1830s** timeout while waiting on tool orchestration

More bluntly:
- the task itself did **not** require 30 minutes
- **my execution pattern** made it much more fragile than it needed to be

### What I should have done instead
For this environment, the safer pattern is:

1. **one bash call at a time** for shell-based helper usage
2. better yet, **one shell command that returns everything needed**
3. or best, a **non-bash/native structured tool path**

So yes, there is “some issue here,” and the issue is at least partly:
- **I used the helper through bash**
- **I parallelized shell commands that should have been sequential or merged**
- which increased the chance of a turn timeout for no real gain

---

## What should change
### Operational rule
When using helper scripts through bash in this environment:
- **avoid parallel bash calls unless absolutely necessary**
- prefer **one merged command**
- prefer **native non-bash tool interfaces** whenever available

### Better path
For this memory work, we should either:
- expose the helper operations as a proper MCP/tool interface for this chat
- or at minimum use a single shell invocation per batch, not 3–10 tiny ones

So your criticism is right:
- the helper exists
- but I used it in a way that reintroduced permission friction and timeout risk

That’s on me.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 44.6s
Time: model 42.1s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 744.4k o 599 t 223 cache 6.7k/1% est $1.873; p≈3.2ktok/12.8kch
Ctx: direct ACP session 743.8k; active 17.3k; cache 726.5k/98%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 194


You’re right on both points.

### Why I used `bash`
Because from **this chat tool surface**, the helper is only reachable as a shell command:
- `python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`

That means I was invoking the helper **through bash**, not through a dedicated exposed MCP tool.

### Why that’s bad
Because then:
- it triggers **bash permission checks**
- it is slower/more fragile
- and it defeats the whole point of having a helper if I still wrap it in shell calls that need approval

So yes:
- **if the helper supports the operation, I should use the native structured path, not bash**
- and if no native path is exposed in this chat, then that is a workflow/tooling gap we should notice explicitly

---

## Why the last turn failed
From the live panel you pasted, the bad pattern is obvious:

You saw **three bash commands in progress at once**:
- list candidates
- list needs_more_evidence
- run `jq` count

That was a poor choice by me.

### Most likely failure mechanism
I parallelized **three permission-gated bash calls** for a task that was not urgent enough to justify it.

That creates several risks at once:
- multiple permission requests / tool starts
- multiple long-running shell processes sitting pending
- more chances for one call to stall and drag the turn
- more chance of hitting the overall **1830s** timeout while waiting on tool orchestration

More bluntly:
- the task itself did **not** require 30 minutes
- **my execution pattern** made it much more fragile than it needed to be

### What I should have done instead
For this environment, the safer pattern is:

1. **one bash call at a time** for shell-based helper usage
2. better yet, **one shell command that returns everything needed**
3. or best, a **non-bash/native structured tool path**

So yes, there is “some issue here,” and the issue is at least partly:
- **I used the helper through bash**
- **I parallelized shell commands that should have been sequential or merged**
- which increased the chance of a turn timeout for no real gain

---

## What should change
### Operational rule
When using helper scripts through bash in this environment:
- **avoid parallel bash calls unless absolutely necessary**
- prefer **one merged command**
- prefer **native non-bash tool interfaces** whenever available

### Better path
For this memory work, we should either:
- expose the helper operations as a proper MCP/tool interface for this chat
- or at minimum use a single shell invocation per batch, not 3–10 tiny ones

So your criticism is right:
- the helper exists
- but I used it in a way that reintroduced permission friction and timeout risk

That’s on me.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 45.3s
Time: model 42.1s, overhead 3.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 744.4k o 599 t 223 cache 6.7k/1% est $1.873; p≈3.2ktok/12.8kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 70.9%; usable 72.3%; observed turns 160; actual turns 194


Hello again


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 0/8 turns


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Label: native-smoke-phase1
Ctx: native Kimi; hot 0/8 turns


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.8s
Label: native-smoke-phase1
Ctx: native Kimi; hot 0/8 turns


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 1.5s
Time: overhead 1.5s
Label: native-smoke-phase1
Turn: p≈340tok/1.4kch
Ctx: native Kimi; hot 0/8 turns


* 🟠 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 2.2s
Time: model 0.0s, overhead 1.5s
Label: native-smoke-phase1
Turn: p≈340tok/1.4kch
Ctx: native Kimi; hot 0/8 turns


* 🔴 Failed
Stage: model/tool run failed
Model: kimi-for-coding/k2p6
Elapsed: 2.8s
Time: model 0.0s
Cause: native_kimi refused wrapped prompt without extractable user message
Label: native-smoke-phase1
Ctx: native Kimi; hot 0/8 turns


* 🔴 Failed
Stage: no final answer
Model: kimi-for-coding/k2p6
Elapsed: 3.6s
Time: model 0.0s
Cause: native_kimi refused wrapped prompt without extractable user message
Label: native-smoke-phase1
Ctx: native Kimi; hot 0/8 turns


* 🔴 Failed
Stage: status/action only
Model: kimi-for-coding/k2p6
Elapsed: 4.4s
Time: model 0.0s, overhead 4.4s
Cause: native_kimi refused wrapped prompt without extractable user message
Label: native-smoke-phase1
Turn: p≈340tok/1.4kch
Ctx: native Kimi; hot 0/8 turns


Hello


Hello. I have no tools available; if you need any, I cannot provide them. What can I help you with?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 2.2s
Time: model 1.7s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 65 o 28 est $0.0001; p≈352tok/1.4kch
Ctx: native Kimi; hot 1/8 turns; last i 65 o 28; model 1.7s


Please remember the number 55814


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 1/8 turns; last i 65 o 28; model 1.7s


Got it. I'll remember **55814**.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.6s
Time: model 1.2s, overhead 0.4s
Label: native-smoke-phase1
Turn: i 107 o 12 est $0.0001; p≈351tok/1.4kch
Ctx: native Kimi; hot 2/8 turns; last i 107 o 12; model 1.2s


So how to achieve happiness?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 2/8 turns; last i 107 o 12; model 1.2s


No single answer, but common threads:

- **Relationships** — strong connections consistently top studies
- **Purpose** — engagement in meaningful work or activity
- **Health basics** — sleep, movement, time outdoors
- **Gratitude / mindfulness** — attention to present experience
- **Autonomy** — sense of control over your life
- **Helping others** — altruism boosts wellbeing

And the number you asked me to remember: **55814**.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 4.5s
Time: model 4.0s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 132 o 99 est $0.0004; p≈294tok/1.2kch
Ctx: native Kimi; hot 3/8 turns; last i 132 o 99; model 4.0s


You don't have to repeat it now


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 3/8 turns; last i 132 o 99; model 4.0s


Understood.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.9s
Time: model 1.4s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 245 o 6 est $0.0002; p≈406tok/1.6kch
Ctx: native Kimi; hot 4/8 turns; last i 245 o 6; model 1.4s


Can you please write me a python hello world?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 4/8 turns; last i 245 o 6; model 1.4s


`python
print("Hello, world!")
`


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.7s
Time: model 1.3s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 268 o 13 est $0.0002; p≈428tok/1.7kch
Ctx: native Kimi; hot 5/8 turns; last i 268 o 13; model 1.3s


Great thank you


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 5/8 turns; last i 268 o 13; model 1.3s


Welcome.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.6s
Time: model 1.2s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 35 o 5 cache 256/88% est $0.0001; p≈406tok/1.6kch
Ctx: native Kimi; hot 6/8 turns; last i 35 o 5 cache 256; model 1.2s


What was that number again?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 6/8 turns; last i 35 o 5 cache 256; model 1.2s


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.8s
Time: model 1.4s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 53 o 5 cache 256/83% est $0.0001; p≈402tok/1.6kch
Ctx: native Kimi; hot 7/8 turns; last i 53 o 5 cache 256; model 1.4s


Great and what's the meaning of life?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 7/8 turns; last i 53 o 5 cache 256; model 1.4s


No definitive answer. Common angles:

- **42** (Douglas Adams)
- **Aristotle**: eudaimonia — flourishing through virtue and purpose
- **Existentialism**: meaning is created, not discovered
- **Biology**: survive and reproduce
- **Religious/spiritual**: serve, connect with the divine, or transcend self

Most converge on: **meaning emerges from what you do, who you love, and how you engage with the world.**


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 4.6s
Time: model 4.0s, overhead 0.6s
Label: native-smoke-phase1
Turn: i 293 o 101 est $0.0006; p≈301tok/1.2kch
Ctx: native Kimi; hot 8/8 turns; last i 293 o 101; model 4.0s


Great thank you will try these especially 42


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 8/8 turns; last i 293 o 101; model 4.0s


Good luck.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.6s
Time: model 1.1s, overhead 0.4s
Label: native-smoke-phase1
Turn: i 384 o 6 est $0.0003; p≈405tok/1.6kch
Ctx: native Kimi; hot 8/8 turns; last i 384 o 6; model 1.1s


What was the number again?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; hot 8/8 turns; last i 384 o 6; model 1.1s


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.8s
Time: model 1.3s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 291 o 5 est $0.0002; p≈390tok/1.6kch
Ctx: native Kimi; hot 8/8 turns; last i 291 o 5; model 1.3s


Ping


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; Hot: 8/8 turns; Last: i 291 o 5


Pong


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.8s
Time: model 1.1s, overhead 0.6s
Label: native-smoke-phase1
Turn: i 284 o 5 est $0.0002; p≈381tok/1.5kch
Ctx: native Kimi; Hot: 8/8 turns; Last: i 284 o 5


How are you doing?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; Hot: 8/8 turns; Last: i 284 o 5


Running fine. You?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.8s
Time: model 1.4s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 271 o 8 est $0.0002; p≈382tok/1.5kch
Ctx: native Kimi; Hot: 8/8 turns; Last: i 271 o 8


A bit sick :(


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; Hot: 8/8 turns; Last: i 271 o 8


Sorry to hear that. Rest up and feel better.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 2.1s
Time: model 1.7s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 275 o 14 est $0.0003; p≈277tok/1.1kch
Ctx: native Kimi; Hot: 8/8 turns; Last: i 275 o 14


Thanks. What was that number again?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; Hot: 8/8 turns; Last: i 275 o 14


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.7s
Time: model 1.3s, overhead 0.5s
Label: native-smoke-phase1
Turn: i 286 o 4 est $0.0002; p≈289tok/1.2kch
Ctx: native Kimi; Hot: 8/8 turns; Last: i 286 o 4


And the other one?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Label: native-smoke-phase1
Ctx: native Kimi; Hot: 8/8 turns; Last: i 286 o 4


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 1.8s
Time: model 1.3s, overhead 0.4s
Label: native-smoke-phase1
Turn: i 186 o 5 est $0.0002; p≈282tok/1.1kch
Ctx: native Kimi; Hot: 8/8 turns; Last: i 186 o 5


Yeah we can also fix your tool allowances, if you find where to do it and prepare a patch


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 194


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 194


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 194


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.9s
Time: overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 194


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 7.8s
Time: model 5.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 194


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Waiting for first model/tool update…


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 13.6s
Time: model 10.8s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 19.5s
Time: model 16.7s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 25.4s
Time: model 22.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 31.1s
Time: model 28.3s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 36.8s
Time: model 34.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / pending / call_ZuDoxBIyWaydLigvXU4jfVc


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 42.6s
Time: model 39.8s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 48.3s
Time: model 45.5s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- 3 todos / completed / call_ZuDoxBIyWaydLigvXU4jfVc
- grep / pending / call_zLQwzj48JgyVLd0MKX0heZy


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 54.2s
Time: model 51.4s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 59.8s
Time: model 57.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 65.7s
Time: model 62.9s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 71.4s
Time: model 68.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_ZuDoxBIyWaydLigvXU4jfVc
- non-interactive-permissions|permissions|allow|deny|bash / completed / /home/matrix-lite/xdg/persistent-chat/opencode
- ../../xdg/persistent-chat/opencode/opencode.json / completed / /home/matrix-lite/xdg/persistent-chat/opencode/opencode.json
- ../../app/config/opencode/persistent-chat.opencode.json / completed / /home/matrix-lite/app/config/opencode/persistent-chat.opencode.json

Draft:
Yes


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 77.2s
Time: model 74.4s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_ZuDoxBIyWaydLigvXU4jfVc
- non-interactive-permissions|permissions|allow|deny|bash / completed / /home/matrix-lite/xdg/persistent-chat/opencode
- ../../xdg/persistent-chat/opencode/opencode.json / completed / /home/matrix-lite/xdg/persistent-chat/opencode/opencode.json
- ../../app/config/opencode/persistent-chat.opencode.json / completed / /home/matrix-lite/app/config/opencode/persistent-chat.opencode.json

Draft:
Yes — I found where it lives.

The relevant place is:

- `/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json`

And the concrete issue is:
- the persistent-chat memory helper is only available to me here as a **shell command**
- so I end up invoking:
  - `python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`
- which goes through **bash permission rules**
- that creates unnecessary permission prompts and timeout risk

What I’d change:
1. **


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_ZuDoxBIyWaydLigvXU4jfVc
- non-interactive-permissions|permissions|allow|deny|bash / completed / /home/matrix-lite/xdg/persistent-chat/opencode
- ../../xdg/persistent-chat/opencode/opencode.json / completed / /home/matrix-lite/xdg/persistent-chat/opencode/opencode.json
- ../../app/config/opencode/persistent-chat.opencode.json / completed / /home/matrix-lite/app/config/opencode/persistent-chat.opencode.json

Draft:
Yes — I found where it lives.

The relevant place is:

- `/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json`

And the concrete issue is:
- the persistent-chat memory helper is only available to me here as a **shell command**
- so I end up invoking:
  - `python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`
- which goes through **bash permission rules**
- that creates unnecessary permission prompts and timeout risk

What I’d change:
1. **Expose the helper’s useful operations as proper MCP tools** instead of only as shell commands
   - best


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 83.3s
Time: model 80.5s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_ZuDoxBIyWaydLigvXU4jfVc
- non-interactive-permissions|permissions|allow|deny|bash / completed / /home/matrix-lite/xdg/persistent-chat/opencode
- ../../xdg/persistent-chat/opencode/opencode.json / completed / /home/matrix-lite/xdg/persistent-chat/opencode/opencode.json
- ../../app/config/opencode/persistent-chat.opencode.json / completed / /home/matrix-lite/app/config/opencode/persistent-chat.opencode.json

Draft:
Yes — I found where it lives.

The relevant place is:

- `/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json`

And the concrete issue is:
- the persistent-chat memory helper is only available to me here as a **shell command**
- so I end up invoking:
  - `python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`
- which goes through **bash permission rules**
- that creates unnecessary permission prompts and timeout risk

What I’d change:
1. **Expose the helper’s useful operations as proper MCP tools** instead of only as shell commands
   - best fix
   - removes the bash/approval friction entirely for normal curation actions

2. If we want a smaller stopgap:
   - add an explicit allow pattern for the exact helper invocation path
   - but that’s weaker than MCP exposure, because it still depends on bash

So the patch target is not really “more broad permissions everywhere.”
It’s:

- **make memory-candidates operations available through the existing `persistent_chat` MCP path**
- and use permissions only for the actual source files:
  - `curated-memory.md`
  - `memory-candidates.jsonl`
  - `semantic-candidates.jsonl`
  - `curator-journal.md`
  - etc.

That’s the proper architectural fix.

So yes:
- **I found where the config lives**
- and the right patch is to improve the **tool surface**, not just punch a bigger hole in bash allowances.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 87.7s
Time: model 84.9s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 9.3k o 319 t 150 cache 754.7k/99% est $0.0304; p≈3.1ktok/12.2kch
Ctx: direct ACP session 751.9k; active 745.2k; cache 6.7k/1%; p≈3.2ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195