lky-spec 3ca95b294d feat: port NOFXi agent module onto latest dev base (#1485) ...

* feat: integrate NOFXi agent into dev

* Enhance NOFXi agent workflow and diagnostics

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..

skills

feat: port NOFXi agent module onto latest dev base (#1485)

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agent.go

feat: port NOFXi agent module onto latest dev base (#1485)

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backend_logs_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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brain.go

feat: port NOFXi agent module onto latest dev base (#1485)

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config_tools_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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execution_state.go

feat: port NOFXi agent module onto latest dev base (#1485)

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history.go

feat: port NOFXi agent module onto latest dev base (#1485)

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i18n.go

feat: port NOFXi agent module onto latest dev base (#1485)

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llm_skill_router.go

feat: port NOFXi agent module onto latest dev base (#1485)

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memory_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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memory.go

feat: port NOFXi agent module onto latest dev base (#1485)

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onboard_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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onboard.go

feat: port NOFXi agent module onto latest dev base (#1485)

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planner_runtime_state_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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planner_runtime.go

feat: port NOFXi agent module onto latest dev base (#1485)

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preferences_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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preferences.go

feat: port NOFXi agent module onto latest dev base (#1485)

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scheduler.go

feat: port NOFXi agent module onto latest dev base (#1485)

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sentinel.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_catalog_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_catalog.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_dag_runtime_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_dag_runtime.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_dag_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_dag.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_dispatcher_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_dispatcher.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_execution_handlers.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_management_handlers.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_outcome.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_registry_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_registry.go

feat: port NOFXi agent module onto latest dev base (#1485)

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skill_runner.go

feat: port NOFXi agent module onto latest dev base (#1485)

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stock.go

feat: port NOFXi agent module onto latest dev base (#1485)

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tools_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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tools.go

feat: port NOFXi agent module onto latest dev base (#1485)

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trade.go

feat: port NOFXi agent module onto latest dev base (#1485)

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web.go

feat: port NOFXi agent module onto latest dev base (#1485)

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workflow_test.go

feat: port NOFXi agent module onto latest dev base (#1485)

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workflow.go

feat: port NOFXi agent module onto latest dev base (#1485)

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