Merge latest master into codex/llm-error-recovery-rfc

# Conflicts:
#	docs/architecture.md
#	docs/config-catalog.md
#	docs/cordis-catalog/events.md
#	docs/event-producer-consumer.md
#	docs/module-graph.md
#	docs/persistence-catalog.md
#	packages/cordis/tool-cordis/src/api-catalog.ts
#	packages/core/agent-loop/src/loop.ts
#	packages/core/agent/src/types.ts
#	packages/examples/agent-spine-demo/README.md
#	packages/examples/stdio-demo/README.md
#	packages/examples/stdio-demo/src/index.ts
#	packages/llm/llm-deepseek/README.md
#	packages/llm/llm-deepseek/src/adapter.ts
#	packages/llm/llm-deepseek/tests/adapter.spec.ts
#	packages/llm/llm/README.md
#	packages/llm/llm/src/error.ts
#	packages/llm/llm/tests/service.spec.ts
#	packages/sandbox/sandbox-policy/tsconfig.json
#	packages/ui/stdio/README.md
#	packages/ui/stdio/src/index.ts
#	packages/ui/stdio/tests/stdio.spec.ts
#	packages/ui/tui/src/index.ts
#	pnpm-lock.yaml
#	website/zh-CN/api/harness/events.md
#	website/zh-CN/api/harness/llm.md

python/sdk-runtime/package.json

@@ -32,6 +32,7 @@
     "@deepseek-ai/dsh-jsonrpc-demo": "workspace:^",
     "@deepseek-ai/dsh-llm": "workspace:^",
     "@deepseek-ai/dsh-token-meter": "workspace:^",
+    "@deepseek-ai/dsh-compact-tool-result-prune": "workspace:^",
     "@deepseek-ai/dsh-llm-deepseek": "workspace:^",
     "@deepseek-ai/dsh-llm-pi-ai": "workspace:^",
     "@deepseek-ai/dsh-llm-retry": "workspace:^",
@@ -39,6 +40,7 @@
     "@deepseek-ai/dsh-paths": "workspace:^",
     "@deepseek-ai/dsh-repeat-tool-guard": "workspace:^",
     "@deepseek-ai/dsh-sandbox": "workspace:^",
+    "@deepseek-ai/dsh-sandbox-policy": "workspace:^",
     "@deepseek-ai/dsh-scope": "workspace:^",
     "@deepseek-ai/dsh-session": "workspace:^",
     "@deepseek-ai/dsh-session-persistence": "workspace:^",