* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 657.5s
Time: model 655.4s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 663.2s
Time: model 661.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 668.8s
Time: model 666.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 674.5s
Time: model 672.4s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 680.1s
Time: model 678.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 685.7s
Time: model 683.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 691.5s
Time: model 689.4s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 697.2s
Time: model 695.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 703.0s
Time: model 700.9s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 708.6s
Time: model 706.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 714.3s
Time: model 712.3s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 720.0s
Time: model 717.9s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 725.7s
Time: model 723.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 731.4s
Time: model 729.3s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 737.0s
Time: model 734.9s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 742.7s
Time: model 740.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 748.4s
Time: model 746.3s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 754.2s
Time: model 752.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 759.9s
Time: model 757.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 765.7s
Time: model 763.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 771.4s
Time: model 769.3s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 777.1s
Time: model 775.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 782.8s
Time: model 780.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 788.4s
Time: model 786.3s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 794.1s
Time: model 792.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 799.7s
Time: model 797.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 805.2s
Time: model 803.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 810.8s
Time: model 808.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 816.3s
Time: model 814.2s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 822.0s
Time: model 819.9s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 827.9s
Time: model 825.9s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 833.6s
Time: model 831.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 839.3s
Time: model 837.2s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 844.9s
Time: model 842.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 850.5s
Time: model 848.4s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 856.2s
Time: model 854.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 861.9s
Time: model 859.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 867.6s
Time: model 865.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 873.2s
Time: model 871.2s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 879.1s
Time: model 877.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 884.8s
Time: model 882.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 890.6s
Time: model 888.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 896.3s
Time: model 894.2s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 901.9s
Time: model 899.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 907.6s
Time: model 905.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 913.2s
Time: model 911.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 918.9s
Time: model 916.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 924.5s
Time: model 922.4s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 930.1s
Time: model 928.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 935.8s
Time: model 933.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 941.6s
Time: model 939.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 947.2s
Time: model 945.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 953.1s
Time: model 951.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 958.8s
Time: model 956.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 964.5s
Time: model 962.4s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 970.1s
Time: model 968.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 975.7s
Time: model 973.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 981.4s
Time: model 979.3s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 987.0s
Time: model 984.9s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 992.6s
Time: model 990.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 998.3s
Time: model 996.2s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1004.0s
Time: model 1002.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1009.8s
Time: model 1007.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1015.6s
Time: model 1013.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1021.3s
Time: model 1019.3s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1027.0s
Time: model 1024.9s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1032.6s
Time: model 1030.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1038.2s
Time: model 1036.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1043.8s
Time: model 1041.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1049.5s
Time: model 1047.4s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1055.1s
Time: model 1053.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1060.8s
Time: model 1058.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1066.5s
Time: model 1064.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1072.2s
Time: model 1070.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1078.0s
Time: model 1075.9s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1083.6s
Time: model 1081.5s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1089.3s
Time: model 1087.2s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1094.8s
Time: model 1092.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (6):
- 3 todos / completed / call_gNh79giBvdXWksu4rO3t9QQ
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- stale timers|truncated|partial output|fall asleep|when absent|more detailed afte / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- ../../state/persistent-chat/decision-state.json / completed / /home/matrix-lite/state/persistent-chat/decision-state.json


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (6):
- 3 todos / completed / call_gNh79giBvdXWksu4rO3t9QQ
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- stale timers|truncated|partial output|fall asleep|when absent|more detailed afte / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- ../../state/persistent-chat/decision-state.json / completed / /home/matrix-lite/state/persistent-chat/decision-state.json

Draft:
I checked the next remaining memory-candidate slice, and it’s a mixed bag:

### Likely **promote**
- **Intermediate memory layer need**
  - “you patched the skip no new log condition… we need a better intermediate memory layer”
  - this feels like a durable architecture/workflow lesson

- **State staleness / pruning concern**
  - “decision state and actions become noisy… we need to keep track of stale or outdated items”
  - that looks like a durable operational rule

- **Partial output preference**
  - “I want to see any output even if truncated”
  - this is a real user-facing preference and likely belongs in durable memory if not already fully captured

### Likely **ignore**
- old model-testing instructions:
  - parallel Kimi tests
  - shortlist trimming
  - safe-task timing checks
  - “try glm 5.1 next”
- one-off implementation requests:
  - publish a sample


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1100.5s
Time: model 1098.4s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (7):
- 3 todos / completed / call_gNh79giBvdXWksu4rO3t9QQ
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- stale timers|truncated|partial output|fall asleep|when absent|more detailed afte / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- ../../state/persistent-chat/decision-state.json / completed / /home/matrix-lite/state/persistent-chat/decision-state.json
- read / pending / call_5jRs3wAcC5e8qQykCEruhLD

Draft:
I checked the next remaining memory-candidate slice, and it’s a mixed bag:

### Likely **promote**
- **Intermediate memory layer need**
  - “you patched the skip no new log condition… we need a better intermediate memory layer”
  - this feels like a durable architecture/workflow lesson

- **State staleness / pruning concern**
  - “decision state and actions become noisy… we need to keep track of stale or outdated items”
  - that looks like a durable operational rule

- **Partial output preference**
  - “I want to see any output even if truncated”
  - this is a real user-facing preference and likely belongs in durable memory if not already fully captured

### Likely **ignore**
- old model-testing instructions:
  - parallel Kimi tests
  - shortlist trimming
  - safe-task timing checks
  - “try glm 5.1 next”
- one-off implementation requests:
  - publish a sample file
  - check a specific endpoint
  - search 10 more models
- generic “try it” prompts without durable value

### Ambiguous
- “you should be able to edit those”
- “use timers”
- “auto collect stale timers”
- “minimum amount of tools / proper turns on another timer”
- those might belong in operational state rather than curated memory, depending on whether we treat them as still-live directives or old design chatter

So the next real pass should probably:
1. **promote 2–3 architecture/workflow lessons**
2. **ignore a larger block of old model-eval / one-off test instructions**
3. **route operationally live ideas** to decision-state instead of overstuffing curated-memory

That’s the meaningful remainder of this slice.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (18):
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- Counts candidate status buckets / completed / Counts candidate status buckets
- Counts backlog-related source files / completed / Counts backlog-related source files
- 4 todos / completed / call_AXNBU4ArCKyRuhlgBHz2gVw
- ../../state/persistent-chat/semantic-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/semantic-candidates.jsonl
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Counts candidate status buckets / completed / Counts candidate status buckets
- Counts conversation and backlog lines / completed / Counts conversation and backlog lines
- 3 todos / completed / call_ytY4NYV9dSbjFEhO0fW87qJ
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md
- Counts conversation and perpetual log lines / completed / Counts conversation and perpetual log lines
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- 3 todos / completed / call_8qaJ9sQIjUzjAgh85vOTMiu
- ../../app/scripts/persistent-chat-reflection / completed / /home/matrix-lite/app/scripts/persistent-chat-reflection
- ../../app/scripts/persistent-chat-model-heartbeat / completed / /home/matrix-lite/app/scripts/persistent-chat-model-heartbeat
- curator-journal|model-conversation-log|processed_model_conversation_entries|No n / completed / /home/matrix-lite/app/scripts
- 4 todos / completed / call_ho6YZoAxykWj5K3RRXISfV7
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md

Draft:
I checked the next remaining memory-candidate slice, and it’s a mixed bag:

### Likely **promote**
- **Intermediate memory layer need**
  - “you patched the skip no new log condition… we need a better intermediate memory layer”
  - this feels like a durable architecture/workflow lesson

- **State staleness / pruning concern**
  - “decision state and actions become noisy… we need to keep track of stale or outdated items”
  - that looks like a durable operational rule

- **Partial output preference**
  - “I want to see any output even if truncated”
  - this is a real user-facing preference and likely belongs in durable memory if not already fully captured

### Likely **ignore**
- old model-testing instructions:
  - parallel Kimi tests
  - shortlist trimming
  - safe-task timing checks
  - “try glm 5.1 next”
- one-off implementation requests:
  - publish a sample file
  - check a specific endpoint
  - search 10 more models
- generic “try it” prompts without durable value

### Ambiguous
- “you should be able to edit those”
- “use timers”
- “auto collect stale timers”
- “minimum amount of tools / proper turns on another timer”
- those might belong in operational state rather than curated memory, depending on whether we treat them as still-live directives or old design chatter

So the next real pass should probably:
1. **promote 2–3 architecture/workflow lessons**
2. **ignore a larger block of old model-eval / one-off test instructions**
3. **route operationally live ideas** to decision-state instead of overstuffing curated-memory

That’s the meaningful remainder of this slice.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 1105.4s
Time: model 1103.3s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 3.9k o 366 t 232 cache 714.8k/99% est $0.0188; p≈3.2ktok/12.8kch
Ctx: direct ACP session 704.3k; active 5.4k; cache 698.9k/99%; p≈2.9ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


I checked the next remaining memory-candidate slice, and it’s a mixed bag:

### Likely **promote**
- **Intermediate memory layer need**
  - “you patched the skip no new log condition… we need a better intermediate memory layer”
  - this feels like a durable architecture/workflow lesson

- **State staleness / pruning concern**
  - “decision state and actions become noisy… we need to keep track of stale or outdated items”
  - that looks like a durable operational rule

- **Partial output preference**
  - “I want to see any output even if truncated”
  - this is a real user-facing preference and likely belongs in durable memory if not already fully captured

### Likely **ignore**
- old model-testing instructions:
  - parallel Kimi tests
  - shortlist trimming
  - safe-task timing checks
  - “try glm 5.1 next”
- one-off implementation requests:
  - publish a sample file
  - check a specific endpoint
  - search 10 more models
- generic “try it” prompts without durable value

### Ambiguous
- “you should be able to edit those”
- “use timers”
- “auto collect stale timers”
- “minimum amount of tools / proper turns on another timer”
- those might belong in operational state rather than curated memory, depending on whether we treat them as still-live directives or old design chatter

So the next real pass should probably:
1. **promote 2–3 architecture/workflow lessons**
2. **ignore a larger block of old model-eval / one-off test instructions**
3. **route operationally live ideas** to decision-state instead of overstuffing curated-memory

That’s the meaningful remainder of this slice.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 1106.3s
Time: model 1103.3s, overhead 3.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 3.9k o 366 t 232 cache 714.8k/99% est $0.0188; p≈3.2ktok/12.8kch
Ctx: direct ACP session 719.3k; active 4.5k; cache 714.8k/99%; p≈3.2ktok; ctx 67.2%; usable 68.5%; observed turns 141; actual turns 174


Decision state is a bit stale too I think, it's a separate issue


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 719.3k; active 4.5k; cache 714.8k/99%; p≈3.2ktok; ctx 68.6%; usable 69.9%; observed turns 142; actual turns 174


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 719.3k; active 4.5k; cache 714.8k/99%; p≈3.2ktok; ctx 68.6%; usable 69.9%; observed turns 142; actual turns 174


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 719.3k; active 4.5k; cache 714.8k/99%; p≈3.2ktok; ctx 68.6%; usable 69.9%; observed turns 142; actual turns 174


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.9s
Time: overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.1kch
Ctx: direct ACP session 719.3k; active 4.5k; cache 714.8k/99%; p≈3.2ktok; ctx 68.6%; usable 69.9%; observed turns 142; actual turns 174


📝 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: 7.8s
Time: model 5.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.1kch
Ctx: direct ACP session 719.3k; active 4.5k; cache 714.8k/99%; p≈3.2ktok; ctx 68.6%; usable 69.9%; observed turns 142; actual turns 175


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 13.4s
Time: model 10.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.1kch
Ctx: direct ACP session 719.3k; active 4.5k; cache 714.8k/99%; p≈3.2ktok; ctx 68.6%; usable 69.9%; observed turns 142; actual turns 175


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- read / pending / call_E5mvcFEqhBag58PZ1QIyJGU

Draft:
Yeah — agreed, and it is separate.

We’ve mostly been working on:
- curated memory
- memory candidates
- semantic candidates
- missed log review

But `decision-state.json` is a different layer:
- more operational
- more time-sensitive
- easier to go stale even when durable memory is fine

And from what I’ve seen, it still contains old “active” threads and conclusions that are probably no longer the right live shape.

So yes:
- **memory quality** and **decision-state freshness** are related
- but not the same problem

The likely fix for decision state is:
- prune or demote stale active threads
- move some things from “active” to “settled/deferred”
- keep only currently live operational threads in the front layer

That probably deserves its own cleanup pass.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (11):
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- 3 todos / completed / call_iYEVJwg9WyTYHIo5XOFDBBj
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- processed_model_conversation_entries|log_index / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- 4 todos / completed / call_kuM5FUxvP2sctNWzv7Th7hW
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- 4 todos / completed / call_rRDV97Eud2nMDEahNHcp1l5
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md

Draft:
Yeah — agreed, and it is separate.

We’ve mostly been working on:
- curated memory
- memory candidates
- semantic candidates
- missed log review

But `decision-state.json` is a different layer:
- more operational
- more time-sensitive
- easier to go stale even when durable memory is fine

And from what I’ve seen, it still contains old “active” threads and conclusions that are probably no longer the right live shape.

So yes:
- **memory quality** and **decision-state freshness** are related
- but not the same problem

The likely fix for decision state is:
- prune or demote stale active threads
- move some things from “active” to “settled/deferred”
- keep only currently live operational threads in the front layer

That probably deserves its own cleanup pass.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 17.4s
Time: model 14.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 158.1k o 172 cache 540.2k/77% est $0.3977; p≈3.3ktok/13.1kch
Ctx: direct ACP session 719.3k; active 4.5k; cache 714.8k/99%; p≈3.2ktok; ctx 68.6%; usable 69.9%; observed turns 142; actual turns 175


Yeah — agreed, and it is separate.

We’ve mostly been working on:
- curated memory
- memory candidates
- semantic candidates
- missed log review

But `decision-state.json` is a different layer:
- more operational
- more time-sensitive
- easier to go stale even when durable memory is fine

And from what I’ve seen, it still contains old “active” threads and conclusions that are probably no longer the right live shape.

So yes:
- **memory quality** and **decision-state freshness** are related
- but not the same problem

The likely fix for decision state is:
- prune or demote stale active threads
- move some things from “active” to “settled/deferred”
- keep only currently live operational threads in the front layer

That probably deserves its own cleanup pass.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 18.4s
Time: model 14.6s, overhead 3.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 158.1k o 172 cache 540.2k/77% est $0.3977; p≈3.3ktok/13.1kch
Ctx: direct ACP session 698.4k; active 158.2k; cache 540.2k/77%; p≈3.3ktok; ctx 68.6%; usable 69.9%; observed turns 142; actual turns 175


Yeah let's focus on the memory and log backlog now so we can unblock and stop confusing your background agents


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 698.4k; active 158.2k; cache 540.2k/77%; p≈3.3ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 175


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 698.4k; active 158.2k; cache 540.2k/77%; p≈3.3ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 175


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 698.4k; active 158.2k; cache 540.2k/77%; p≈3.3ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 175


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.9s
Time: overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 698.4k; active 158.2k; cache 540.2k/77%; p≈3.3ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 175


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 7.8s
Time: model 5.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 698.4k; active 158.2k; cache 540.2k/77%; p≈3.3ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 176


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 13.4s
Time: model 10.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 698.4k; active 158.2k; cache 540.2k/77%; p≈3.3ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 176


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


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

For now I’ll keep the focus on:

1. **remaining memory candidates**
   - promote real durable preferences/rules
   - ignore transient leftovers

2. **missed log-window review**
   - only look for uncaptured durable items
   - not reread everything linearly

3. **semantic backlog later**
   - only after memory/log backlog is in a sane state

So the goal is:
- reduce ambiguity in durable memory
- stop the background agents from reasoning off stale or incomplete state
- leave `decision-state` cleanup for a separate pass after this.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 18.1s
Time: model 15.3s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 90.7k o 127 t 203 cache 581.1k/86% est $0.2317; p≈3.4ktok/13.5kch
Ctx: direct ACP session 698.4k; active 158.2k; cache 540.2k/77%; p≈3.3ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 176


Agreed.

For now I’ll keep the focus on:

1. **remaining memory candidates**
   - promote real durable preferences/rules
   - ignore transient leftovers

2. **missed log-window review**
   - only look for uncaptured durable items
   - not reread everything linearly

3. **semantic backlog later**
   - only after memory/log backlog is in a sane state

So the goal is:
- reduce ambiguity in durable memory
- stop the background agents from reasoning off stale or incomplete state
- leave `decision-state` cleanup for a separate pass after this.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 18.9s
Time: model 15.3s, overhead 3.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 90.7k o 127 t 203 cache 581.1k/86% est $0.2317; p≈3.4ktok/13.5kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 176


Please proceed with 1


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 176


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 176


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 176


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 2.0s
Time: overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 176


📝 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: 7.6s
Time: model 5.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 13.3s
Time: model 10.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / pending / call_u8g8HqaCQnaVDWE7KebBdGS


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 19.3s
Time: model 16.7s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 25.0s
Time: model 22.4s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- bash / pending / call_gko93D9HjsoSufES92O4GIh


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779900556-perm-1779900556150-5
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / pending / call_gko93D9HjsoSufES92O4GIh
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 30.6s
Time: model 27.9s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 36.2s
Time: model 33.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 41.8s
Time: model 39.2s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 47.5s
Time: model 44.8s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 53.3s
Time: model 50.7s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 59.2s
Time: model 56.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 64.8s
Time: model 62.2s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 70.7s
Time: model 68.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 76.4s
Time: model 73.7s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 82.0s
Time: model 79.4s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 87.6s
Time: model 85.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 93.3s
Time: model 90.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 98.9s
Time: model 96.3s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 104.5s
Time: model 101.9s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 110.2s
Time: model 107.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 115.8s
Time: model 113.2s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 121.6s
Time: model 119.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 127.3s
Time: model 124.7s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1779900556-perm-1779900556150-5


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates list --status candidate --limit 12 / cwd=/home/matrix-lite/workspace/persistent-chat


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779900660-perm-1779900660462-6
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates list --status candidate --limit 12 / cwd=/home/matrix-lite/workspace/persistent-chat
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1779900660-perm-1779900660462-6


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 133.1s
Time: model 130.5s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 138.6s
Time: model 136.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 144.3s
Time: model 141.7s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 150.0s
Time: model 147.4s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 155.7s
Time: model 153.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 161.2s
Time: model 158.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (5):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- bash / pending / call_lU09iWSPeBqbFAsDaPVNORI


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779900693-perm-1779900692996-7
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / pending / call_lU09iWSPeBqbFAsDaPVNORI
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 166.8s
Time: model 164.2s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 172.4s
Time: model 169.7s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 178.0s
Time: model 175.4s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 183.8s
Time: model 181.2s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 189.5s
Time: model 186.8s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 195.1s
Time: model 192.5s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1779900693-perm-1779900692996-7


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (5):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates mark --key "you-patched-the-skip-no-new-log-condition-remember-this-is-why-we-need-a-better-intermediate-memory-layer" --status promoted -- / cwd=/home/matrix-lite/workspace/persistent-chat


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779900730-perm-1779900730567-8
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates mark --key "you-patched-the-skip-no-new-log-condition-remember-this-is-why-we-need-a-better-intermediate-memory-layer" --status promoted -- / cwd=/home/matrix-lite/workspace/persistent-chat
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 200.8s
Time: model 198.2s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1779900730-perm-1779900730567-8


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (6):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates mark --key "you-patched-the-skip-no-new-log-condition-remember-this-is-why-we-need-a-better-intermediate-memory-layer" --status promoted -- / 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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 206.3s
Time: model 203.7s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 211.9s
Time: model 209.3s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (7):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- Marks a mixed memory batch as promoted or ignored / completed / Marks a mixed memory batch as promoted or ignored
- Counts memory candidates after marking batch / completed / Counts memory candidates after marking batch
- apply_patch / pending / call_xp0nkalHjdZdEzEEUfcpWLo


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 217.6s
Time: model 215.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 223.2s
Time: model 220.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (7):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- Marks a mixed memory batch as promoted or ignored / completed / Marks a mixed memory batch as promoted or ignored
- Counts memory candidates after marking batch / completed / Counts memory candidates after marking batch
- apply_patch / in_progress / call_xp0nkalHjdZdEzEEUfcpWLo


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779900755-perm-1779900755853-9
Summary: OpenCode requests edit for edit
Tool: edit
Input (OpenCode did not provide a clearer path/command):
```
{"filepath":"../../state/persistent-chat/curated-memory.md, ../../state/persistent-chat/curator-journal.md","diff":"Index: /home/matrix-lite/state/persistent-chat/curated-memory.md\n===================================================================\n--- /home/matrix-lite/state/persistent-chat/curated-memory.md\n+++ /home/matrix-lite/state/persistent-chat/curated-memory.md\n@@ -159,8 +159,11 @@\n - **Safe agent patch workflow (2026-05-18)**: Active decision thread — need robust way for background agents to propose/apply patches to agent-maintained scripts/configs without broad self-edit permissions. Heartbeat script edit remains blocked by permission rules.\n - **todo.md created as human-readable decision dashboard (2026-05-18 ~12:58Z)**: `/home/matrix-lite/state/persistent-chat/todo.md` mirrors decision-state.json in plain markdown with checkbox action items, decision thread status, open questions, and file facts. Published to https://pages.nvdll.org/todo.md. Division of labor: `decision-state.json` = agent source of truth, `todo.md` = human dashboard, `actions.jsonl` = synthesis action queue. Published via standard `matrix-lite-pages publish` workflow; URL returns 401 from assist
```
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 228.9s
Time: model 226.3s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 234.5s
Time: model 231.9s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Approval granted
Stage: resuming
Tool: edit
Scope: {"filepath":"../../state/persistent-chat/curated-memory.md, ../../state/persistent-chat/curator-journal.md","diff":"Index: /home/matrix-lite/state/persistent-chat/curated-memory.md
Approval: dap-1779900755-perm-1779900755853-9


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (7):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- Marks a mixed memory batch as promoted or ignored / completed / Marks a mixed memory batch as promoted or ignored
- Counts memory candidates after marking batch / completed / Counts memory candidates after marking batch
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_xp0nkalHjdZdEzEEUfcpWLo


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 240.1s
Time: model 237.5s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 245.8s
Time: model 243.1s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (7):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- Marks a mixed memory batch as promoted or ignored / completed / Marks a mixed memory batch as promoted or ignored
- Counts memory candidates after marking batch / completed / Counts memory candidates after marking batch
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_xp0nkalHjdZdEzEEUfcpWLo

Draft:
Done


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 251.4s
Time: model 248.8s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (7):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- Marks a mixed memory batch as promoted or ignored / completed / Marks a mixed memory batch as promoted or ignored
- Counts memory candidates after marking batch / completed / Counts memory candidates after marking batch
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_xp0nkalHjdZdEzEEUfcpWLo

Draft:
Done — I processed a substantive next batch of the remaining memory candidates.

### What I promoted into curated memory
I added **3** durable items:

1. **Intermediate memory layer needed**
   - recent high-value topics should be recoverable on demand without bloating every turn

2. **Stale-state pruning requirement**
   - structured decision/action layers are good, but stale items must be reviewed and pruned regularly

3. **Stale timer cleanup idea**
   - stale timers should eventually be auto-collected rather than left around indefinitely

### What I marked ignored
I reclassified **7** older candidate items as `ignored` because they were:
- historical model/subagent test plans
- transient “let’s try X now” execution prompts
- one-off experimental requests with no durable workflow value

### Source artifacts updated
- `/home/matrix-lite/state/persistent-chat/curated-memory.md`
- `/home


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (7):
- 3 todos / completed / call_u8g8HqaCQnaVDWE7KebBdGS
- Lists next memory candidate review batch / completed / Lists next memory candidate review batch
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before batch / completed / Counts memory candidate statuses before batch
- Marks a mixed memory batch as promoted or ignored / completed / Marks a mixed memory batch as promoted or ignored
- Counts memory candidates after marking batch / completed / Counts memory candidates after marking batch
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_xp0nkalHjdZdEzEEUfcpWLo

Draft:
Done — I processed a substantive next batch of the remaining memory candidates.

### What I promoted into curated memory
I added **3** durable items:

1. **Intermediate memory layer needed**
   - recent high-value topics should be recoverable on demand without bloating every turn

2. **Stale-state pruning requirement**
   - structured decision/action layers are good, but stale items must be reviewed and pruned regularly

3. **Stale timer cleanup idea**
   - stale timers should eventually be auto-collected rather than left around indefinitely

### What I marked ignored
I reclassified **7** older candidate items as `ignored` because they were:
- historical model/subagent test plans
- transient “let’s try X now” execution prompts
- one-off experimental requests with no durable workflow value

### Source artifacts updated
- `/home/matrix-lite/state/persistent-chat/curated-memory.md`
- `/home/matrix-lite/state/persistent-chat/memory-candidates.jsonl`
- `/home/matrix-lite/state/persistent-chat/curator-journal.md`

### Before / after counts

**Before**
- `candidate`: **59**
- `ignored`: **99**
- `needs_more_evidence`: **1**
- `promoted`: **11**

**After**
- `candidate`: **49**
- `ignored`: **106**
- `needs_more_evidence`: **1**
- `promoted`: **14**

**Net delta**
- `candidate`: **-10**
- `ignored`: **+7**
- `promoted`: **+3**

### What this means
This was **real memory-value progress**, not just sludge removal:
- we captured three durable architecture/workflow lessons
- and cleared more old low-value candidate noise

So the remaining memory backlog is now:
- **49 candidate**
- **1 needs_more_evidence**

That’s much more manageable.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 256.4s
Time: model 253.8s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 1.2k o 393 cache 683.0k/100% est $0.0089; p≈3.0ktok/11.9kch
Ctx: direct ACP session 672.1k; active 91.0k; cache 581.1k/86%; p≈3.4ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


Done — I processed a substantive next batch of the remaining memory candidates.

### What I promoted into curated memory
I added **3** durable items:

1. **Intermediate memory layer needed**
   - recent high-value topics should be recoverable on demand without bloating every turn

2. **Stale-state pruning requirement**
   - structured decision/action layers are good, but stale items must be reviewed and pruned regularly

3. **Stale timer cleanup idea**
   - stale timers should eventually be auto-collected rather than left around indefinitely

### What I marked ignored
I reclassified **7** older candidate items as `ignored` because they were:
- historical model/subagent test plans
- transient “let’s try X now” execution prompts
- one-off experimental requests with no durable workflow value

### Source artifacts updated
- `/home/matrix-lite/state/persistent-chat/curated-memory.md`
- `/home/matrix-lite/state/persistent-chat/memory-candidates.jsonl`
- `/home/matrix-lite/state/persistent-chat/curator-journal.md`

### Before / after counts

**Before**
- `candidate`: **59**
- `ignored`: **99**
- `needs_more_evidence`: **1**
- `promoted`: **11**

**After**
- `candidate`: **49**
- `ignored`: **106**
- `needs_more_evidence`: **1**
- `promoted`: **14**

**Net delta**
- `candidate`: **-10**
- `ignored`: **+7**
- `promoted`: **+3**

### What this means
This was **real memory-value progress**, not just sludge removal:
- we captured three durable architecture/workflow lessons
- and cleared more old low-value candidate noise

So the remaining memory backlog is now:
- **49 candidate**
- **1 needs_more_evidence**

That’s much more manageable.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 257.6s
Time: model 253.8s, overhead 3.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 1.2k o 393 cache 683.0k/100% est $0.0089; p≈3.0ktok/11.9kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 66.6%; usable 67.9%; observed turns 143; actual turns 177


great, please take 25 next so we are done in 2 steps


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 177


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 177


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 177


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.7s
Time: overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 177


📝 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: 7.6s
Time: model 5.0s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / pending / call_cFP4lSIvluPJry5MpMjEe1Z


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 13.3s
Time: model 10.7s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.9s
Time: model 16.4s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- 3 todos / completed / call_cFP4lSIvluPJry5MpMjEe1Z
- bash / pending / call_KZmo6nNeYectwfksRYUVNdF


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779900997-perm-1779900997594-10
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / pending / call_KZmo6nNeYectwfksRYUVNdF
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 24.5s
Time: model 22.0s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 30.0s
Time: model 27.5s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 35.7s
Time: model 33.1s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 41.4s
Time: model 38.8s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 47.0s
Time: model 44.5s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 52.9s
Time: model 50.4s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 58.7s
Time: model 56.1s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 64.6s
Time: model 62.0s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 70.3s
Time: model 67.8s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 75.9s
Time: model 73.4s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 81.5s
Time: model 79.0s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 87.2s
Time: model 84.6s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 92.8s
Time: model 90.3s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 98.5s
Time: model 95.9s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 104.1s
Time: model 101.6s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 109.8s
Time: model 107.2s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 115.4s
Time: model 112.9s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 121.1s
Time: model 118.6s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 127.0s
Time: model 124.4s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 132.6s
Time: model 130.1s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 138.2s
Time: model 135.6s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 143.8s
Time: model 141.2s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 149.4s
Time: model 146.9s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 155.1s
Time: model 152.5s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 160.7s
Time: model 158.2s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 166.3s
Time: model 163.8s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 171.9s
Time: model 169.4s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 177.8s
Time: model 175.2s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 183.4s
Time: model 180.9s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 189.3s
Time: model 186.7s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 194.9s
Time: model 192.4s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 200.6s
Time: model 198.0s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 206.3s
Time: model 203.7s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 211.9s
Time: model 209.4s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 217.6s
Time: model 215.0s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1779900997-perm-1779900997594-10


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- 3 todos / completed / call_cFP4lSIvluPJry5MpMjEe1Z
- bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates list --status candidate --limit 25 / cwd=/home/matrix-lite/workspace/persistent-chat


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779901192-perm-1779901192287-11
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / in_progress / python3 "/home/matrix-lite/app/scripts/persistent-chat-memory" memory-candidates list --status candidate --limit 25 / cwd=/home/matrix-lite/workspace/persistent-chat
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1779901192-perm-1779901192287-11


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 223.3s
Time: model 220.7s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 228.9s
Time: model 226.3s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_cFP4lSIvluPJry5MpMjEe1Z
- Lists next 25 memory candidates / completed / Lists next 25 memory candidates
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidates before 25-item batch / completed / Counts memory candidates before 25-item batch

Draft:
I


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_cFP4lSIvluPJry5MpMjEe1Z
- Lists next 25 memory candidates / completed / Lists next 25 memory candidates
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidates before 25-item batch / completed / Counts memory candidates before 25-item batch

Draft:
I reviewed the next 20-style slice.

### Clear promotes
These feel durable enough to keep:

- **Intermediate memory layer need**
  - already promoted
- **Stale-state pruning requirement**
  - already promoted
- **Stale timer cleanup idea**
  - already promoted

So those are done.

### Likely worth promoting next
Two items stand out:

1. **Minimum tools / proper turns on a timer**
   - this is basically a durable architecture preference:
   - heartbeat/lightweight passes are not enough
   - sometimes proper full-tool turns are needed in background operation

2. **Do not ask “did I already tell you?” when you already know the fix**
   - in context, this is a durable workflow/behavior preference:
   - if I already know the diagnosis/fix, I should just act or set the timer, not bounce it back

### Likely ignore
These are old, specific, or superseded:
- parallel Kimi / subagent tests
- specific model shortlist


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 234.7s
Time: model 232.1s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_cFP4lSIvluPJry5MpMjEe1Z
- Lists next 25 memory candidates / completed / Lists next 25 memory candidates
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidates before 25-item batch / completed / Counts memory candidates before 25-item batch

Draft:
I reviewed the next 20-style slice.

### Clear promotes
These feel durable enough to keep:

- **Intermediate memory layer need**
  - already promoted
- **Stale-state pruning requirement**
  - already promoted
- **Stale timer cleanup idea**
  - already promoted

So those are done.

### Likely worth promoting next
Two items stand out:

1. **Minimum tools / proper turns on a timer**
   - this is basically a durable architecture preference:
   - heartbeat/lightweight passes are not enough
   - sometimes proper full-tool turns are needed in background operation

2. **Do not ask “did I already tell you?” when you already know the fix**
   - in context, this is a durable workflow/behavior preference:
   - if I already know the diagnosis/fix, I should just act or set the timer, not bounce it back

### Likely ignore
These are old, specific, or superseded:
- parallel Kimi / subagent tests
- specific model shortlist trimming
- one-off API/model checks
- “try glm 5.1 next”
- “publish this eval on pages”
- “sample file random text”
- most of the old model-comparison execution chatter

### Already covered elsewhere
Also, some candidates are now duplicates of things already in curated memory:
- response-length preference
- observability/latency preference
- role clarification
- draft-first external message workflow

### Practical conclusion
From this slice:
- **2 likely promote**
- **most of the rest ignore**
- **a few duplicates already covered**

So yes, the remaining backlog is now mostly normal curation work, not rescue.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 237.7s
Time: model 235.1s, overhead 1.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 9.8k o 346 cache 687.1k/99% est $0.0297; p≈3.3ktok/13.0kch
Ctx: direct ACP session 684.6k; active 1.6k; cache 683.0k/100%; p≈3.0ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


I reviewed the next 20-style slice.

### Clear promotes
These feel durable enough to keep:

- **Intermediate memory layer need**
  - already promoted
- **Stale-state pruning requirement**
  - already promoted
- **Stale timer cleanup idea**
  - already promoted

So those are done.

### Likely worth promoting next
Two items stand out:

1. **Minimum tools / proper turns on a timer**
   - this is basically a durable architecture preference:
   - heartbeat/lightweight passes are not enough
   - sometimes proper full-tool turns are needed in background operation

2. **Do not ask “did I already tell you?” when you already know the fix**
   - in context, this is a durable workflow/behavior preference:
   - if I already know the diagnosis/fix, I should just act or set the timer, not bounce it back

### Likely ignore
These are old, specific, or superseded:
- parallel Kimi / subagent tests
- specific model shortlist trimming
- one-off API/model checks
- “try glm 5.1 next”
- “publish this eval on pages”
- “sample file random text”
- most of the old model-comparison execution chatter

### Already covered elsewhere
Also, some candidates are now duplicates of things already in curated memory:
- response-length preference
- observability/latency preference
- role clarification
- draft-first external message workflow

### Practical conclusion
From this slice:
- **2 likely promote**
- **most of the rest ignore**
- **a few duplicates already covered**

So yes, the remaining backlog is now mostly normal curation work, not rescue.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 238.6s
Time: model 235.1s, overhead 3.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 9.8k o 346 cache 687.1k/99% est $0.0297; p≈3.3ktok/13.0kch
Ctx: direct ACP session 697.2k; active 10.1k; cache 687.1k/99%; p≈3.3ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


Great please do it and review the remaining ones


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 697.2k; active 10.1k; cache 687.1k/99%; p≈3.3ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 697.2k; active 10.1k; cache 687.1k/99%; p≈3.3ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 697.2k; active 10.1k; cache 687.1k/99%; p≈3.3ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.8s
Time: overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 697.2k; active 10.1k; cache 687.1k/99%; p≈3.3ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 178


📝 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: 7.5s
Time: model 5.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 697.2k; active 10.1k; cache 687.1k/99%; p≈3.3ktok; ctx 65.3%; usable 66.6%; observed turns 145; actual turns 179