feat(soul): agent logic upgrade #531

Job	Run time
nix-test (ubuntu-22.04, x86_64-unknown-linux-gnu, dist/pythinker)	2m 5s
release-validate	11s
test (3.13)	9m 1s
build (windows-2022, x86_64-pc-windows-msvc, dist/onefile/pythinker.exe)	4m 5s
build (ubuntu-22.04-arm, aarch64-unknown-linux-gnu, dist/onefile/pythinker)	2m 12s
nix-test (ubuntu-22.04-arm, aarch64-unknown-linux-gnu, dist/pythinker)	1m 22s
test (3.14)	8m 10s
nix-test (macos-14, aarch64-apple-darwin, dist/pythinker)	3m 59s
build (ubuntu-22.04, x86_64-unknown-linux-gnu, dist/onefile/pythinker)	3m 40s
build (windows-2025-vs2026, x86_64-pc-windows-msvc, dist/onefile/pythinker.exe, true)	4m 57s
check	58s
build (macos-14, aarch64-apple-darwin, dist/onefile/pythinker)	2m 30s
test (3.12)	9m 49s
	52m 59s

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