Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W _ __init__() (agentsociety2.agent.base.AgentBase method) (agentsociety2.agent.base.skill_registry.SkillDescriptor method) (agentsociety2.agent.base.skill_registry.SkillRegistry method) (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) (agentsociety2.agent.base.skill_runtime.SkillScriptContext method) (agentsociety2.env.base.EnvBase method) (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) (agentsociety2.env.router_codegen.CacheStats method) (agentsociety2.env.router_codegen.CodeGenRouter method) (agentsociety2.env.router_plan_execute.PlanExecuteRouter method) (agentsociety2.env.router_react.ReActRouter method) (agentsociety2.env.router_search_tool.SearchToolRouter method) (agentsociety2.env.router_two_tier_plan_execute.TwoTierPlanExecuteRouter method) (agentsociety2.env.router_two_tier_react.TwoTierReActRouter method) (agentsociety2.registry.ModuleRegistry method) (agentsociety2.skills.analysis.AssetManager method) (agentsociety2.skills.analysis.ContextLoader method) (agentsociety2.skills.analysis.DatabaseSchema method) (agentsociety2.skills.analysis.DataReader method) (agentsociety2.skills.analysis.DataStats method) (agentsociety2.skills.analysis.DataSummary method) (agentsociety2.skills.analysis.EDAGenerator method) (agentsociety2.skills.analysis.ExecutionResult method) (agentsociety2.skills.analysis.ReportPaths method) (agentsociety2.skills.analysis.ToolInfo method) (agentsociety2.skills.experiment.ExperimentConfigTool method) (agentsociety2.society.AgentSociety method) (agentsociety2.society.helper.AgentSocietyHelper method) (agentsociety2.storage.ColumnDef method) (agentsociety2.storage.models.AgentDialog method) (agentsociety2.storage.models.AgentProfile method) (agentsociety2.storage.models.AgentStatus method) (agentsociety2.storage.replay_proxy.ReplayProxy method) (agentsociety2.storage.ReplayDatasetSpec method) (agentsociety2.storage.ReplayReader method) (agentsociety2.storage.ReplaySink method) (agentsociety2.storage.ReplayWriter method) (agentsociety2.storage.TableSchema method) A abstract (agentsociety2.skills.literature.LiteratureEntry attribute) acompletion() (agentsociety2.agent.base.AgentBase method) (agentsociety2.env.router_base.RouterBase method) acompletion_with_pydantic_validation() (agentsociety2.env.router_base.RouterBase method) acompletion_with_system_prompt() (agentsociety2.env.router_base.RouterBase method) action (agentsociety2.storage.models.AgentStatus attribute) activate_skill() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) activate_skill_by_name() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) activated_skill_content_xml() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) activated_skill_count() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) activated_skill_ids() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) active_hook_skills() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) add_default_activated_skills() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) add_hypothesis() (in module agentsociety2.skills.hypothesis) add_hypothesis_with_validation() (in module agentsociety2.skills.hypothesis) add_visible_skill() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) agent_classes (agentsociety2.skills.experiment.ExperimentConfig attribute) (agentsociety2.skills.hypothesis.HypothesisDataModel attribute) agent_count (agentsociety2.backend.routers.experiments.ExperimentInfo attribute) (agentsociety2.backend.routers.replay.ExperimentInfo attribute) agent_diagnostics (agentsociety2.backend.routers.custom.ScanResponse attribute) agent_id (agentsociety2.backend.routers.replay.ReplayPosition attribute) (agentsociety2.registry.AgentInitConfig attribute) (agentsociety2.storage.models.AgentDialog attribute) agent_ids (agentsociety2.society.AgentSociety property) agent_modules (agentsociety2.registry.ModuleRegistry property) agent_profile_dataset (agentsociety2.backend.routers.replay.ReplayPanelSchema attribute) agent_selection_criteria (agentsociety2.skills.hypothesis.ExperimentGroupModel attribute) agent_specs (agentsociety2.society.AgentSociety property) agent_state_datasets (agentsociety2.backend.routers.replay.ReplayPanelSchema attribute) agent_state_rows (agentsociety2.backend.routers.replay.ReplayStepBundle attribute) agent_type (agentsociety2.registry.AgentInitConfig attribute) AgentBase (class in agentsociety2.agent.base) AgentDialog (class in agentsociety2.storage.models) AgentInitConfig (class in agentsociety2.registry) AgentProfile (class in agentsociety2.backend.routers.replay) (class in agentsociety2.storage.models) agents (agentsociety2.backend.routers.custom.ListResponse attribute) (agentsociety2.registry.CreateInstanceRequest attribute) agents_found (agentsociety2.backend.routers.custom.ScanResponse attribute) agents_generated (agentsociety2.backend.routers.custom.ScanResponse attribute) AgentSkillRuntime (class in agentsociety2.agent.base.skill_runtime) AgentSociety (class in agentsociety2.society) agentsociety2.backend.app module agentsociety2.backend.routers.agent_skills module agentsociety2.backend.routers.custom module agentsociety2.backend.routers.experiments module agentsociety2.backend.routers.modules module agentsociety2.backend.routers.prefill_params module agentsociety2.backend.routers.replay module agentsociety2.skills module agentsociety2.skills.analysis module agentsociety2.skills.experiment module agentsociety2.skills.hypothesis module agentsociety2.skills.literature module AgentSocietyHelper (class in agentsociety2.society.helper) AgentStatus (class in agentsociety2.storage.models) ALLOWED_BUILTINS (agentsociety2.env.router_codegen.CodeGenRouter attribute) ALLOWED_MODULES (agentsociety2.env.router_codegen.CodeGenRouter attribute) analysis_role (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.storage.ColumnDef attribute) AnalysisResult (class in agentsociety2.skills.analysis) args (agentsociety2.registry.AgentInitConfig attribute) (agentsociety2.registry.EnvModuleInitConfig attribute) (agentsociety2.society.helper.PlanStep attribute) artifacts (agentsociety2.skills.analysis.ExecutionResult attribute) ask() (agentsociety2.agent.base.AgentBase method) (agentsociety2.agent.person.PersonAgent method) (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) (agentsociety2.env.router_codegen.CodeGenRouter method) (agentsociety2.env.router_plan_execute.PlanExecuteRouter method) (agentsociety2.env.router_react.ReActRouter method) (agentsociety2.env.router_search_tool.SearchToolRouter method) (agentsociety2.env.router_two_tier_plan_execute.TwoTierPlanExecuteRouter method) (agentsociety2.env.router_two_tier_react.TwoTierReActRouter method) (agentsociety2.society.AgentSociety method) (agentsociety2.society.helper.AgentSocietyHelper method) ask_env() (agentsociety2.agent.base.AgentBase method) AskRequest (class in agentsociety2.registry) asset_id (agentsociety2.skills.analysis.ReportAsset attribute) asset_type (agentsociety2.skills.analysis.ReportAsset attribute) AssetManager (class in agentsociety2.skills.analysis) assets_dir (agentsociety2.skills.analysis.ReportPaths attribute) assets_path (agentsociety2.skills.analysis.ExperimentPaths attribute) avg_input_tokens (agentsociety2.env.router_codegen.CacheStats property) avg_output_tokens (agentsociety2.env.router_codegen.CacheStats property) avg_retry_count (agentsociety2.env.router_codegen.CacheStats property) avg_similarity (agentsociety2.skills.literature.LiteratureEntry attribute) B BATCH_SIZE (agentsociety2.config.Config attribute) bind_env_workspaces() (agentsociety2.env.router_base.RouterBase method) bind_workspace() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) body (agentsociety2.backend.routers.agent_skills.CreateRequest attribute) build_agent_json() (agentsociety2.agent.base.AgentBase method) (agentsociety2.agent.person.PersonAgent method) build_react_messages() (agentsociety2.agent.base.AgentBase method) (agentsociety2.agent.person.PersonAgent method) build_replay_sink() (in module agentsociety2.storage) C cache_hit_count (agentsociety2.env.router_codegen.CacheStats attribute) cache_hit_rate (agentsociety2.env.router_codegen.CacheStats property) cache_miss_count (agentsociety2.env.router_codegen.CacheStats attribute) CacheStats (class in agentsociety2.env.router_codegen) call_count (agentsociety2.env.router_base.TokenUsageStats attribute) capabilities (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) categorical_stats (agentsociety2.skills.analysis.DataStats attribute) (agentsociety2.skills.analysis.DataSummary property) charts_dir (agentsociety2.skills.analysis.PresentationPaths attribute) checks (agentsociety2.backend.routers.custom.ModuleTestResult attribute) clean_custom_modules() (in module agentsociety2.backend.routers.custom) CleanResponse (class in agentsociety2.backend.routers.custom) clear_cache() (agentsociety2.env.router_codegen.CodeGenRouter method) clear_custom_modules() (agentsociety2.registry.ModuleRegistry method) clear_trace_context() (agentsociety2.env.router_base.RouterBase method) close() (agentsociety2.agent.base.AgentBase method) (agentsociety2.env.base.EnvBase method) (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) (agentsociety2.society.AgentSociety method) (agentsociety2.storage.replay_proxy.ReplayProxy method) (agentsociety2.storage.ReplayReader method) (agentsociety2.storage.ReplaySink method) code_execution_failure_count (agentsociety2.env.router_codegen.CacheStats attribute) code_execution_success_count (agentsociety2.env.router_codegen.CacheStats attribute) code_execution_success_rate (agentsociety2.env.router_codegen.CacheStats property) CodeGenRouter (class in agentsociety2.env.router_codegen) CODER_LLM_API_BASE (agentsociety2.config.Config attribute) CODER_LLM_API_KEY (agentsociety2.config.Config attribute) CODER_LLM_MODEL (agentsociety2.config.Config attribute) collect_experiment_files() (in module agentsociety2.skills.analysis) column_name (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) ColumnDef (class in agentsociety2.storage) columns (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.backend.routers.replay.ReplayDatasetRows attribute) (agentsociety2.skills.analysis.DatabaseSchema attribute) (agentsociety2.storage.TableSchema attribute) completion_percentage (agentsociety2.skills.analysis.ExperimentContext attribute) compute_stats() (agentsociety2.skills.analysis.DataReader method) conclusions (agentsociety2.skills.analysis.AnalysisResult attribute) Config (class in agentsociety2.config) content (agentsociety2.skills.analysis.ToolResult attribute) (agentsociety2.storage.models.AgentDialog attribute) ContextLoader (class in agentsociety2.skills.analysis) copy() (agentsociety2.agent.base.skill_registry.SkillRegistry method) count_dataset_rows() (agentsociety2.storage.ReplayReader method) count_distinct() (agentsociety2.storage.ReplayReader method) create() (agentsociety2.agent.base.AgentBase class method) create_hypothesis_structure() (in module agentsociety2.skills.hypothesis) create_skill() (in module agentsociety2.backend.routers.agent_skills) created_at (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.skills.analysis.ReportAsset attribute) (agentsociety2.skills.literature.LiteratureIndex attribute) (agentsociety2.storage.models.AgentDialog attribute) (agentsociety2.storage.models.AgentProfile attribute) (agentsociety2.storage.models.AgentStatus attribute) CreateInstanceRequest (class in agentsociety2.registry) CreateRequest (class in agentsociety2.backend.routers.agent_skills) current_time (agentsociety2.society.AgentSociety property) D DANGEROUS_MODULES (agentsociety2.env.router_codegen.CodeGenRouter attribute) data (agentsociety2.skills.analysis.ToolResult attribute) DatabaseSchema (class in agentsociety2.skills.analysis) DataReader (class in agentsociety2.skills.analysis) dataset (agentsociety2.backend.routers.replay.ReplayAgentStateAtStep attribute) (agentsociety2.backend.routers.replay.ReplayEnvStateAtStep attribute) dataset_id (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.backend.routers.replay.ReplayDatasetPanelRef attribute) (agentsociety2.backend.routers.replay.ReplayDatasetRows attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) datasets (agentsociety2.backend.routers.replay.ReplayDatasetList attribute) DataStats (class in agentsociety2.skills.analysis) DataSummary (class in agentsociety2.skills.analysis) db_path (agentsociety2.skills.analysis.DataSummary attribute) (agentsociety2.skills.analysis.ExperimentPaths attribute) deactivate_skill() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) deactivate_skill_by_name() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) default (agentsociety2.storage.ColumnDef attribute) default_order (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) delete_hypothesis() (in module agentsociety2.skills.hypothesis) description (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) (agentsociety2.backend.routers.agent_skills.CreateRequest attribute) (agentsociety2.backend.routers.agent_skills.SkillItem attribute) (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.skills.analysis.ReportAsset attribute) (agentsociety2.skills.analysis.ToolInfo attribute) (agentsociety2.skills.experiment.ExperimentConfigTool property) (agentsociety2.skills.hypothesis.ExperimentGroupModel attribute) (agentsociety2.skills.hypothesis.HypothesisModel attribute) (agentsociety2.society.helper.PlanStep attribute) (agentsociety2.storage.ColumnDef attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) description() (agentsociety2.agent.base.AgentBase class method) (agentsociety2.agent.person.PersonAgent class method) (agentsociety2.env.base.EnvBase class method) design (agentsociety2.skills.analysis.ExperimentContext attribute) dimensions (agentsociety2.skills.analysis.ReportAsset attribute) discover_and_register_builtin_modules() (in module agentsociety2.registry) discover_assets() (agentsociety2.skills.analysis.AssetManager method) discover_skill_sources() (agentsociety2.agent.base.AgentBase method) dispatch_react_tool() (agentsociety2.agent.base.AgentBase method) (agentsociety2.agent.person.PersonAgent method) dispatch_todo_tool() (agentsociety2.agent.base.AgentBase method) distinct_values() (agentsociety2.storage.ReplayReader method) doi (agentsociety2.skills.literature.LiteratureEntry attribute) duration_seconds (agentsociety2.skills.analysis.ExperimentContext attribute) E EDAGenerator (class in agentsociety2.skills.analysis) embedded_content (agentsociety2.skills.analysis.ReportAsset attribute) EMBEDDING_API_BASE (agentsociety2.config.Config attribute) EMBEDDING_API_KEY (agentsociety2.config.Config attribute) EMBEDDING_DIMS (agentsociety2.config.Config attribute) EMBEDDING_MODEL (agentsociety2.config.Config attribute) enabled (agentsociety2.storage.replay_proxy.ReplayProxy attribute) end_time (agentsociety2.backend.routers.experiments.ExperimentInfo attribute) (agentsociety2.backend.routers.replay.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) entity_key (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) entries (agentsociety2.skills.literature.LiteratureIndex attribute) enum_values (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.storage.ColumnDef attribute) env (agentsociety2.agent.base.skill_runtime.SkillScriptContext attribute) ENV_ACTOR_MAX_CONCURRENCY (agentsociety2.config.Config attribute) env_ask_env_ctx_overlay() (agentsociety2.agent.base.AgentBase method) env_diagnostics (agentsociety2.backend.routers.custom.ScanResponse attribute) env_modules (agentsociety2.registry.CreateInstanceRequest attribute) (agentsociety2.registry.ModuleRegistry property) (agentsociety2.skills.experiment.ExperimentConfig attribute) (agentsociety2.skills.hypothesis.HypothesisDataModel attribute) env_state_datasets (agentsociety2.backend.routers.replay.ReplayPanelSchema attribute) env_state_rows (agentsociety2.backend.routers.replay.ReplayStepBundle attribute) EnvBase (class in agentsociety2.env.base) EnvModuleInitConfig (class in agentsociety2.registry) EnvRouterProxy (class in agentsociety2.env.env_router_proxy) envs (agentsociety2.backend.routers.custom.ListResponse attribute) envs_found (agentsociety2.backend.routers.custom.ScanResponse attribute) envs_generated (agentsociety2.backend.routers.custom.ScanResponse attribute) error (agentsociety2.backend.routers.custom.ModuleTestResult attribute) (agentsociety2.backend.routers.custom.TestResponse attribute) (agentsociety2.skills.analysis.ExecutionResult attribute) (agentsociety2.skills.analysis.ToolResult attribute) error_messages (agentsociety2.skills.analysis.ExperimentContext attribute) errors (agentsociety2.backend.routers.custom.ScanResponse attribute) example (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.storage.ColumnDef attribute) execute() (agentsociety2.skills.experiment.ExperimentConfigTool method) execution_status (agentsociety2.skills.analysis.ExperimentContext attribute) ExecutionResult (class in agentsociety2.skills.analysis) expected_output (agentsociety2.society.helper.PlanStep attribute) experiment_count (agentsociety2.skills.analysis.HypothesisSummary attribute) experiment_id (agentsociety2.backend.routers.experiments.ExperimentInfo attribute) (agentsociety2.backend.routers.replay.ExperimentInfo attribute) (agentsociety2.skills.analysis.AnalysisResult attribute) (agentsociety2.skills.analysis.ExperimentContext attribute) (agentsociety2.skills.experiment.ExperimentConfig attribute) (agentsociety2.skills.experiment.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) experiment_markdown (agentsociety2.skills.analysis.ExperimentDesign attribute) experiment_path (agentsociety2.skills.analysis.ExperimentPaths attribute) experiment_paths() (in module agentsociety2.skills.analysis) experiment_results (agentsociety2.skills.analysis.HypothesisSummary attribute) ExperimentConfig (class in agentsociety2.skills.experiment) ExperimentConfigTool (class in agentsociety2.skills.experiment) ExperimentContext (class in agentsociety2.skills.analysis) ExperimentDesign (class in agentsociety2.skills.analysis) ExperimentGroupModel (class in agentsociety2.skills.hypothesis) ExperimentInfo (class in agentsociety2.backend.routers.experiments) (class in agentsociety2.backend.routers.replay) (class in agentsociety2.skills.experiment) ExperimentPaths (class in agentsociety2.skills.analysis) ExperimentStatus (class in agentsociety2.skills.analysis) (class in agentsociety2.skills.experiment) export_altair_html() (in module agentsociety2.skills.analysis) export_plotly_html() (in module agentsociety2.skills.analysis) export_pygwalker_html() (in module agentsociety2.skills.analysis) extra_fields (agentsociety2.skills.literature.LiteratureEntry attribute) extract_database_schema() (in module agentsociety2.skills.analysis) extract_json() (in module agentsociety2.config) F FAILED (agentsociety2.skills.analysis.ExperimentStatus attribute) failed_tests (agentsociety2.backend.routers.custom.TestResponse attribute) fetch_dataset_rows() (agentsociety2.storage.ReplayReader method) file_path (agentsociety2.skills.analysis.ReportAsset attribute) (agentsociety2.skills.literature.LiteratureEntry attribute) file_size (agentsociety2.skills.analysis.ReportAsset attribute) file_type (agentsociety2.skills.literature.LiteratureEntry attribute) find_by_name() (agentsociety2.agent.base.skill_registry.SkillRegistry method) find_dataset_by_capability() (agentsociety2.storage.ReplayReader method) find_existing_hypotheses() (in module agentsociety2.skills.hypothesis) findings (agentsociety2.skills.analysis.AnalysisResult attribute) FORBIDDEN_AST_NODES (agentsociety2.env.router_codegen.CodeGenRouter attribute) format_article_as_markdown() (in module agentsociety2.skills.literature) format_database_schema_markdown() (in module agentsociety2.skills.analysis) format_module_suggestion_message() (in module agentsociety2.skills.experiment) format_preference (agentsociety2.skills.analysis.ReportContent attribute) format_search_results() (in module agentsociety2.skills.literature) from_workspace() (agentsociety2.agent.base.AgentBase class method) (agentsociety2.env.base.EnvBase class method) (agentsociety2.society.AgentSociety class method) from_workspaces() (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) fs (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime property) full_content_html (agentsociety2.skills.analysis.ReportContent property) full_content_html_en (agentsociety2.skills.analysis.ReportContent attribute) full_content_html_zh (agentsociety2.skills.analysis.ReportContent attribute) full_content_markdown (agentsociety2.skills.analysis.ReportContent property) full_content_markdown_en (agentsociety2.skills.analysis.ReportContent attribute) full_content_markdown_zh (agentsociety2.skills.analysis.ReportContent attribute) G generate_correlation_report() (agentsociety2.skills.analysis.EDAGenerator method) generate_datatable_profile() (agentsociety2.skills.analysis.EDAGenerator method) generate_eda_bundle() (agentsociety2.skills.analysis.EDAGenerator method) generate_eda_hub() (agentsociety2.skills.analysis.EDAGenerator method) generate_experiment_markdown() (in module agentsociety2.skills.hypothesis) generate_final_answer() (agentsociety2.env.router_base.RouterBase method) generate_hypothesis_config() (in module agentsociety2.skills.experiment) generate_hypothesis_markdown() (in module agentsociety2.skills.hypothesis) generate_missingno_report() (agentsociety2.skills.analysis.EDAGenerator method) generate_plotly_profile() (agentsociety2.skills.analysis.EDAGenerator method) generate_pygwalker_profile() (agentsociety2.skills.analysis.EDAGenerator method) generate_quick_stats() (agentsociety2.skills.analysis.EDAGenerator method) generate_sim_settings() (in module agentsociety2.skills.hypothesis) generate_summary() (in module agentsociety2.skills.literature) generate_sweetviz_profile() (agentsociety2.skills.analysis.EDAGenerator method) generate_world_description_from_tools() (agentsociety2.env.router_base.RouterBase method) generate_ydata_profile() (agentsociety2.skills.analysis.EDAGenerator method) generated_at (agentsociety2.skills.analysis.AnalysisResult attribute) generated_code (agentsociety2.skills.analysis.ExecutionResult attribute) geo_dataset (agentsociety2.backend.routers.replay.ReplayPanelSchema attribute) get() (agentsociety2.agent.base.skill_registry.SkillRegistry method) get_agent_classes() (in module agentsociety2.backend.routers.modules) get_agent_module() (agentsociety2.registry.ModuleRegistry method) get_agent_module_class() (in module agentsociety2.registry) get_agent_profiles() (in module agentsociety2.backend.routers.replay) get_all_modules() (in module agentsociety2.backend.routers.modules) get_artifact() (in module agentsociety2.backend.routers.experiments) get_available_agent_modules() (in module agentsociety2.skills.experiment) get_available_env_modules() (in module agentsociety2.skills.experiment) get_cache_stats() (agentsociety2.env.router_codegen.CodeGenRouter method) get_cache_stats_summary() (agentsociety2.env.router_codegen.CodeGenRouter method) get_class_prefill_params() (in module agentsociety2.backend.routers.prefill_params) get_collected_pydantic_models() (agentsociety2.env.router_base.RouterBase method) get_custom_modules_status() (in module agentsociety2.backend.routers.custom) get_dataset_by_id() (agentsociety2.storage.ReplayReader method) get_default_router() (agentsociety2.config.Config class method) get_env_module() (agentsociety2.registry.ModuleRegistry method) get_env_module_class() (in module agentsociety2.registry) get_env_module_classes() (in module agentsociety2.backend.routers.modules) get_env_router_actor_class() (in module agentsociety2.env.env_router_actor) get_experiment_info() (in module agentsociety2.backend.routers.experiments) (in module agentsociety2.backend.routers.replay) get_experiment_status() (in module agentsociety2.skills.experiment) get_experiment_template() (in module agentsociety2.skills.experiment) get_hypothesis() (in module agentsociety2.skills.hypothesis) get_literature_search_api_key() (agentsociety2.config.Config class method) get_literature_search_mcp_url() (agentsociety2.config.Config class method) get_llm_router() (in module agentsociety2.config) get_llm_router_and_model() (in module agentsociety2.config) get_module_info() (agentsociety2.registry.ModuleRegistry method) get_module_selection_guidance() (in module agentsociety2.skills.experiment) get_modules_summary() (in module agentsociety2.skills.experiment) get_next_hypothesis_id() (in module agentsociety2.skills.hypothesis) get_parameters_schema() (agentsociety2.skills.experiment.ExperimentConfigTool method) get_prefill_params() (in module agentsociety2.backend.routers.prefill_params) get_profile() (agentsociety2.agent.base.AgentBase method) get_registered_agent_modules() (in module agentsociety2.registry) get_registered_env_modules() (in module agentsociety2.registry) get_registry() (in module agentsociety2.registry) get_replay_dataset() (in module agentsociety2.backend.routers.replay) get_replay_dataset_rows() (in module agentsociety2.backend.routers.replay) get_replay_datasets() (in module agentsociety2.backend.routers.replay) get_replay_dir() (in module agentsociety2.backend.routers.replay) get_replay_panel_schema() (in module agentsociety2.backend.routers.replay) get_replay_reader() (in module agentsociety2.backend.routers.replay) get_replay_step_bundle() (in module agentsociety2.backend.routers.replay) get_router() (agentsociety2.config.Config class method) get_skill_info() (in module agentsociety2.backend.routers.agent_skills) get_status_descriptions() (agentsociety2.env.router_base.RouterBase static method) get_system_prompt() (agentsociety2.env.router_base.RouterBase method) get_timeline() (in module agentsociety2.backend.routers.replay) get_token_usages() (agentsociety2.env.router_base.RouterBase method) get_tool_call_history() (agentsociety2.env.base.EnvBase method) (agentsociety2.env.router_base.RouterBase method) get_world_description() (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) global_exception_handler() (in module agentsociety2.backend.app) group_type (agentsociety2.skills.hypothesis.ExperimentGroupModel attribute) groups (agentsociety2.skills.hypothesis.HypothesisDataModel attribute) H has_init (agentsociety2.skills.experiment.ExperimentInfo attribute) has_run (agentsociety2.skills.experiment.ExperimentInfo attribute) has_skill_md (agentsociety2.backend.routers.agent_skills.SkillItem attribute) health_check() (in module agentsociety2.backend.app) HOME_DIR (agentsociety2.config.Config attribute) hooks (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) html (agentsociety2.skills.analysis.ReportPaths attribute) html_en (agentsociety2.skills.analysis.ReportPaths attribute) html_zh (agentsociety2.skills.analysis.ReportPaths attribute) hypothesis (agentsociety2.skills.analysis.ExperimentDesign attribute) (agentsociety2.skills.hypothesis.HypothesisDataModel attribute) hypothesis_base (agentsociety2.skills.analysis.ExperimentPaths attribute) hypothesis_id (agentsociety2.backend.routers.experiments.ExperimentInfo attribute) (agentsociety2.backend.routers.replay.ExperimentInfo attribute) (agentsociety2.skills.analysis.AnalysisResult attribute) (agentsociety2.skills.analysis.ExperimentContext attribute) (agentsociety2.skills.analysis.HypothesisSummary attribute) (agentsociety2.skills.experiment.ExperimentConfig attribute) (agentsociety2.skills.experiment.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) hypothesis_markdown (agentsociety2.skills.analysis.ExperimentDesign attribute) hypothesis_text (agentsociety2.skills.analysis.HypothesisSummary attribute) HypothesisDataModel (class in agentsociety2.skills.hypothesis) HypothesisModel (class in agentsociety2.skills.hypothesis) HypothesisSummary (class in agentsociety2.skills.analysis) I id (agentsociety2.agent.base.AgentBase property) (agentsociety2.backend.routers.replay.AgentProfile attribute) (agentsociety2.storage.models.AgentDialog attribute) (agentsociety2.storage.models.AgentProfile attribute) (agentsociety2.storage.models.AgentStatus attribute) import_skill() (in module agentsociety2.backend.routers.agent_skills) ImportRequest (class in agentsociety2.backend.routers.agent_skills) ImportResponse (class in agentsociety2.backend.routers.agent_skills) indexes (agentsociety2.storage.TableSchema attribute) infer_single_script_skill_id() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) init() (agentsociety2.env.base.EnvBase method) (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) (agentsociety2.env.router_codegen.CodeGenRouter method) (agentsociety2.society.AgentSociety method) (agentsociety2.storage.ReplaySink method) init_description() (agentsociety2.agent.base.AgentBase class method) (agentsociety2.agent.person.PersonAgent class method) (agentsociety2.env.base.EnvBase class method) input_tokens (agentsociety2.env.router_base.TokenUsageStats attribute) insights (agentsociety2.skills.analysis.AnalysisResult attribute) instance_id (agentsociety2.registry.AskRequest attribute) (agentsociety2.registry.CreateInstanceRequest attribute) (agentsociety2.registry.InterventionRequest attribute) instruction (agentsociety2.registry.InterventionRequest attribute) INTERRUPTED (agentsociety2.skills.analysis.ExperimentStatus attribute) intervene() (agentsociety2.society.AgentSociety method) (agentsociety2.society.helper.AgentSocietyHelper method) InterventionRequest (class in agentsociety2.registry) is_chinese_text() (in module agentsociety2.skills.literature) is_concurrency_safe() (agentsociety2.env.base.EnvBase class method) is_initialized (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime property) is_running (agentsociety2.skills.experiment.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) J journal (agentsociety2.skills.literature.LiteratureEntry attribute) K key_insights (agentsociety2.skills.analysis.HypothesisSummary attribute) kind (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) L lat (agentsociety2.backend.routers.replay.ReplayPosition attribute) layout_hint (agentsociety2.backend.routers.replay.ReplayPanelSchema attribute) (agentsociety2.backend.routers.replay.ReplayStepBundle attribute) lifespan() (in module agentsociety2.backend.app) list_agent_modules() (agentsociety2.registry.ModuleRegistry method) list_all() (agentsociety2.agent.base.skill_registry.SkillRegistry method) list_all_modules() (in module agentsociety2.registry) list_artifacts() (in module agentsociety2.backend.routers.experiments) list_available_classes() (in module agentsociety2.backend.routers.custom) list_custom_modules() (in module agentsociety2.backend.routers.custom) list_env_modules() (agentsociety2.registry.ModuleRegistry method) list_experiments() (in module agentsociety2.skills.experiment) list_hooks() (agentsociety2.agent.base.skill_registry.SkillRegistry method) list_hypotheses() (in module agentsociety2.skills.hypothesis) list_skills() (in module agentsociety2.backend.routers.agent_skills) list_visible_skills() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) ListResponse (class in agentsociety2.backend.routers.agent_skills) (class in agentsociety2.backend.routers.custom) LITERATURE_SEARCH_API_KEY (agentsociety2.config.Config attribute) LITERATURE_SEARCH_MCP_URL (agentsociety2.config.Config attribute) LiteratureEntry (class in agentsociety2.skills.literature) LiteratureIndex (class in agentsociety2.skills.literature) LLM_API_BASE (agentsociety2.config.Config attribute) LLM_API_KEY (agentsociety2.config.Config attribute) LLM_LATENCY_DEGRADE_FACTOR (agentsociety2.config.Config attribute) LLM_MODEL (agentsociety2.config.Config attribute) LLM_RAY_CONCURRENCY (agentsociety2.config.Config attribute) LLM_RAY_MAX_WORKERS (agentsociety2.config.Config attribute) LLM_ROUND_SAMPLE_CAP (agentsociety2.config.Config attribute) LLM_SLOW_LATENCY_MS (agentsociety2.config.Config attribute) lng (agentsociety2.backend.routers.replay.ReplayPosition attribute) load_all_modules() (agentsociety2.registry.ModuleRegistry method) load_builtin_modules() (agentsociety2.registry.ModuleRegistry method) load_context() (agentsociety2.skills.analysis.ContextLoader method) load_custom_modules() (agentsociety2.registry.ModuleRegistry method) load_dataset_catalog() (agentsociety2.storage.ReplayReader method) load_design() (agentsociety2.skills.analysis.ContextLoader method) load_literature_index() (in module agentsociety2.skills.literature) load_skill_doc() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) logger (agentsociety2.agent.base.AgentBase property) logical_type (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.storage.ColumnDef attribute) M main_findings (agentsociety2.skills.analysis.HypothesisSummary attribute) mark_step_completed() (agentsociety2.society.AgentSociety method) markdown (agentsociety2.skills.analysis.DatabaseSchema attribute) (agentsociety2.skills.analysis.ReportPaths attribute) markdown_en (agentsociety2.skills.analysis.ReportPaths attribute) markdown_zh (agentsociety2.skills.analysis.ReportPaths attribute) max_value() (agentsociety2.storage.ReplayReader method) message (agentsociety2.backend.routers.agent_skills.ImportResponse attribute) (agentsociety2.backend.routers.agent_skills.ScanResponse attribute) (agentsociety2.backend.routers.agent_skills.SimpleResponse attribute) (agentsociety2.backend.routers.custom.CleanResponse attribute) (agentsociety2.backend.routers.custom.ScanResponse attribute) metadata (agentsociety2.backend.routers.custom.ModuleTestResult attribute) methodology (agentsociety2.skills.analysis.ExperimentDesign attribute) min_value() (agentsociety2.storage.ReplayReader method) model_config (agentsociety2.backend.routers.agent_skills.CreateRequest attribute) (agentsociety2.backend.routers.agent_skills.ImportRequest attribute) (agentsociety2.backend.routers.agent_skills.ImportResponse attribute) (agentsociety2.backend.routers.agent_skills.ListResponse attribute) (agentsociety2.backend.routers.agent_skills.ScanRequest attribute) (agentsociety2.backend.routers.agent_skills.ScanResponse attribute) (agentsociety2.backend.routers.agent_skills.SimpleResponse attribute) (agentsociety2.backend.routers.agent_skills.SkillItem attribute) (agentsociety2.backend.routers.custom.CleanResponse attribute) (agentsociety2.backend.routers.custom.ListResponse attribute) (agentsociety2.backend.routers.custom.ModuleTestResult attribute) (agentsociety2.backend.routers.custom.ScanRequest attribute) (agentsociety2.backend.routers.custom.ScanResponse attribute) (agentsociety2.backend.routers.custom.TestRequest attribute) (agentsociety2.backend.routers.custom.TestResponse attribute) (agentsociety2.backend.routers.experiments.ExperimentInfo attribute) (agentsociety2.backend.routers.replay.AgentProfile attribute) (agentsociety2.backend.routers.replay.ExperimentInfo attribute) (agentsociety2.backend.routers.replay.ReplayAgentStateAtStep attribute) (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.backend.routers.replay.ReplayDatasetList attribute) (agentsociety2.backend.routers.replay.ReplayDatasetPanelRef attribute) (agentsociety2.backend.routers.replay.ReplayDatasetRows attribute) (agentsociety2.backend.routers.replay.ReplayEnvStateAtStep attribute) (agentsociety2.backend.routers.replay.ReplayPanelSchema attribute) (agentsociety2.backend.routers.replay.ReplayPosition attribute) (agentsociety2.backend.routers.replay.ReplayStepBundle attribute) (agentsociety2.backend.routers.replay.TimelinePoint attribute) (agentsociety2.env.router_base.TokenUsageStats attribute) (agentsociety2.registry.AgentInitConfig attribute) (agentsociety2.registry.AskRequest attribute) (agentsociety2.registry.CreateInstanceRequest attribute) (agentsociety2.registry.EnvModuleInitConfig attribute) (agentsociety2.registry.InterventionRequest attribute) (agentsociety2.skills.analysis.AnalysisResult attribute) (agentsociety2.skills.analysis.ExperimentContext attribute) (agentsociety2.skills.analysis.ExperimentDesign attribute) (agentsociety2.skills.analysis.ExperimentPaths attribute) (agentsociety2.skills.analysis.HypothesisSummary attribute) (agentsociety2.skills.analysis.PresentationPaths attribute) (agentsociety2.skills.analysis.ReportAsset attribute) (agentsociety2.skills.analysis.ReportContent attribute) (agentsociety2.skills.analysis.SynthesisPaths attribute) (agentsociety2.skills.analysis.ToolResult attribute) (agentsociety2.skills.experiment.ExperimentConfig attribute) (agentsociety2.skills.experiment.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) (agentsociety2.skills.hypothesis.ExperimentGroupModel attribute) (agentsociety2.skills.hypothesis.HypothesisDataModel attribute) (agentsociety2.skills.hypothesis.HypothesisModel attribute) (agentsociety2.skills.literature.LiteratureEntry attribute) (agentsociety2.skills.literature.LiteratureIndex attribute) (agentsociety2.society.helper.PlanStep attribute) (agentsociety2.storage.models.AgentDialog attribute) (agentsociety2.storage.models.AgentProfile attribute) (agentsociety2.storage.models.AgentStatus attribute) module agentsociety2.backend.app agentsociety2.backend.routers.agent_skills agentsociety2.backend.routers.custom agentsociety2.backend.routers.experiments agentsociety2.backend.routers.modules agentsociety2.backend.routers.prefill_params agentsociety2.backend.routers.replay agentsociety2.skills agentsociety2.skills.analysis agentsociety2.skills.experiment agentsociety2.skills.hypothesis agentsociety2.skills.literature module_class_name (agentsociety2.backend.routers.custom.TestRequest attribute) module_kind (agentsociety2.backend.routers.custom.ModuleTestResult attribute) (agentsociety2.backend.routers.custom.TestRequest attribute) module_name (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.backend.routers.replay.ReplayDatasetPanelRef attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) module_type (agentsociety2.registry.EnvModuleInitConfig attribute) ModuleRegistry (class in agentsociety2.registry) ModuleTestResult (class in agentsociety2.backend.routers.custom) N name (agentsociety2.agent.base.AgentBase property) (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) (agentsociety2.backend.routers.agent_skills.CreateRequest attribute) (agentsociety2.backend.routers.agent_skills.ImportResponse attribute) (agentsociety2.backend.routers.agent_skills.SkillItem attribute) (agentsociety2.backend.routers.custom.ModuleTestResult attribute) (agentsociety2.backend.routers.replay.AgentProfile attribute) (agentsociety2.env.base.EnvBase property) (agentsociety2.skills.analysis.ToolInfo attribute) (agentsociety2.skills.experiment.ExperimentConfigTool property) (agentsociety2.skills.hypothesis.ExperimentGroupModel attribute) (agentsociety2.storage.ColumnDef attribute) (agentsociety2.storage.models.AgentProfile attribute) (agentsociety2.storage.TableSchema attribute) namespace (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) (agentsociety2.backend.routers.agent_skills.SkillItem attribute) new_skills (agentsociety2.backend.routers.agent_skills.ScanResponse attribute) normalize_row() (agentsociety2.storage.ReplayReader method) nullable (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.storage.ColumnDef attribute) numeric_stats (agentsociety2.skills.analysis.DataStats attribute) (agentsociety2.skills.analysis.DataSummary property) O objectives (agentsociety2.skills.analysis.ExperimentDesign attribute) output (agentsociety2.backend.routers.custom.ModuleTestResult attribute) output_dir (agentsociety2.skills.analysis.PresentationPaths attribute) (agentsociety2.skills.analysis.SynthesisPaths attribute) output_tokens (agentsociety2.env.router_base.TokenUsageStats attribute) P parameters (agentsociety2.skills.analysis.ToolInfo attribute) PARTIAL_SUCCESS (agentsociety2.skills.analysis.ExperimentStatus attribute) passed_tests (agentsociety2.backend.routers.custom.TestResponse attribute) path (agentsociety2.backend.routers.agent_skills.SkillItem attribute) persist_agent_json() (agentsociety2.agent.base.AgentBase method) PersonAgent (class in agentsociety2.agent.person) pid (agentsociety2.skills.experiment.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) pid_path (agentsociety2.skills.analysis.ExperimentPaths attribute) PlanExecuteRouter (class in agentsociety2.env.router_plan_execute) PlanStep (class in agentsociety2.society.helper) positions (agentsociety2.backend.routers.replay.ReplayStepBundle attribute) predefined_hit_count (agentsociety2.env.router_codegen.CacheStats attribute) presentation_paths() (in module agentsociety2.skills.analysis) PresentationPaths (class in agentsociety2.skills.analysis) primary_agent_state_dataset_id (agentsociety2.backend.routers.replay.ReplayPanelSchema attribute) primary_key (agentsociety2.storage.TableSchema attribute) process_assets() (agentsociety2.skills.analysis.AssetManager method) profile (agentsociety2.backend.routers.replay.AgentProfile attribute) (agentsociety2.storage.models.AgentProfile attribute) Q query (agentsociety2.skills.literature.LiteratureEntry attribute) query_dataset_rows() (agentsociety2.storage.ReplayReader method) question (agentsociety2.registry.AskRequest attribute) quick_stats (agentsociety2.skills.analysis.DataSummary property) quick_stats_md (agentsociety2.skills.analysis.DataStats attribute) R rationale (agentsociety2.skills.hypothesis.HypothesisModel attribute) ReActRouter (class in agentsociety2.env.router_react) read_full_summary() (agentsociety2.skills.analysis.DataReader method) read_sample_data() (agentsociety2.skills.analysis.DataReader method) read_schema() (agentsociety2.skills.analysis.DataReader method) read_skill_doc() (agentsociety2.agent.base.skill_registry.SkillRegistry method) read_skill_file() (agentsociety2.agent.base.skill_registry.SkillRegistry method) (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) readme (agentsociety2.skills.analysis.PresentationPaths attribute) recommendations (agentsociety2.skills.analysis.AnalysisResult attribute) register_agent_module() (agentsociety2.registry.ModuleRegistry method) register_dataset() (agentsociety2.storage.replay_proxy.ReplayProxy method) (agentsociety2.storage.ReplaySink method) register_env_module() (agentsociety2.registry.ModuleRegistry method) register_table() (agentsociety2.storage.replay_proxy.ReplayProxy method) (agentsociety2.storage.ReplaySink method) reload_modules() (in module agentsociety2.registry) remove_visible_skill() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) removed_count (agentsociety2.backend.routers.custom.CleanResponse attribute) replay_dir (agentsociety2.storage.replay_proxy.ReplayProxy attribute) ReplayAgentStateAtStep (class in agentsociety2.backend.routers.replay) ReplayDatasetColumn (class in agentsociety2.backend.routers.replay) ReplayDatasetInfo (class in agentsociety2.backend.routers.replay) ReplayDatasetList (class in agentsociety2.backend.routers.replay) ReplayDatasetPanelRef (class in agentsociety2.backend.routers.replay) ReplayDatasetRows (class in agentsociety2.backend.routers.replay) ReplayDatasetSpec (class in agentsociety2.storage) ReplayEnvStateAtStep (class in agentsociety2.backend.routers.replay) ReplayPanelSchema (class in agentsociety2.backend.routers.replay) ReplayPosition (class in agentsociety2.backend.routers.replay) ReplayProxy (class in agentsociety2.storage.replay_proxy) ReplayReader (class in agentsociety2.storage) ReplaySink (class in agentsociety2.storage) ReplayStepBundle (class in agentsociety2.backend.routers.replay) ReplayWriter (class in agentsociety2.storage) report_assets_dir (agentsociety2.skills.analysis.PresentationPaths attribute) (agentsociety2.skills.analysis.SynthesisPaths attribute) report_en_html (agentsociety2.skills.analysis.PresentationPaths attribute) report_en_md (agentsociety2.skills.analysis.PresentationPaths attribute) (agentsociety2.skills.analysis.SynthesisPaths attribute) report_zh_html (agentsociety2.skills.analysis.PresentationPaths attribute) report_zh_md (agentsociety2.skills.analysis.PresentationPaths attribute) (agentsociety2.skills.analysis.SynthesisPaths attribute) ReportAsset (class in agentsociety2.skills.analysis) ReportContent (class in agentsociety2.skills.analysis) ReportPaths (class in agentsociety2.skills.analysis) request_count (agentsociety2.env.router_codegen.CacheStats attribute) rescan_custom_modules() (in module agentsociety2.backend.routers.custom) reset_token_usages() (agentsociety2.env.router_base.RouterBase method) reset_tool_call_history() (agentsociety2.env.base.EnvBase method) (agentsociety2.env.router_base.RouterBase method) resolve_skill_id() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) resolve_skill_id_by_name() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) resolve_skill_path() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) resolve_table_selection() (agentsociety2.skills.analysis.EDAGenerator method) resource_files() (agentsociety2.agent.base.skill_registry.SkillDescriptor method) restore() (agentsociety2.agent.base.AgentBase method) (agentsociety2.agent.person.PersonAgent method) (agentsociety2.env.base.EnvBase method) result_json (agentsociety2.skills.analysis.PresentationPaths attribute) results (agentsociety2.backend.routers.custom.TestResponse attribute) returncode (agentsociety2.backend.routers.custom.TestResponse attribute) root (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) root() (in module agentsociety2.backend.app) RouterBase (class in agentsociety2.env.router_base) row (agentsociety2.backend.routers.replay.ReplayEnvStateAtStep attribute) row_counts (agentsociety2.skills.analysis.DatabaseSchema attribute) (agentsociety2.skills.analysis.DataSummary property) rows (agentsociety2.backend.routers.replay.ReplayDatasetRows attribute) rows_by_agent_id (agentsociety2.backend.routers.replay.ReplayAgentStateAtStep attribute) run() (agentsociety2.society.AgentSociety method) run_id (agentsociety2.skills.experiment.ExperimentConfig attribute) (agentsociety2.skills.experiment.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) run_lifecycle_hooks() (agentsociety2.agent.base.AgentBase method) run_path (agentsociety2.skills.analysis.ExperimentPaths attribute) run_questionnaire() (agentsociety2.society.AgentSociety method) run_react_loop() (agentsociety2.agent.base.AgentBase method) run_skill_hook() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) run_skill_script() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) S sample_data (agentsociety2.skills.analysis.DataStats attribute) (agentsociety2.skills.analysis.DataSummary property) sanitize_filename() (in module agentsociety2.skills.literature) saved_at (agentsociety2.skills.literature.LiteratureEntry attribute) scan_and_register_custom_modules() (in module agentsociety2.registry) scan_builtin() (agentsociety2.agent.base.skill_registry.SkillRegistry method) scan_custom() (agentsociety2.agent.base.skill_registry.SkillRegistry method) scan_custom_modules() (in module agentsociety2.backend.routers.custom) scan_custom_skills() (in module agentsociety2.backend.routers.agent_skills) scan_env() (agentsociety2.agent.base.skill_registry.SkillRegistry method) ScanRequest (class in agentsociety2.backend.routers.agent_skills) (class in agentsociety2.backend.routers.custom) ScanResponse (class in agentsociety2.backend.routers.agent_skills) (class in agentsociety2.backend.routers.custom) schema (agentsociety2.skills.analysis.DataSummary attribute) schema_markdown (agentsociety2.skills.analysis.DataSummary property) script (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) (agentsociety2.backend.routers.agent_skills.CreateRequest attribute) (agentsociety2.backend.routers.agent_skills.SkillItem attribute) script_content (agentsociety2.backend.routers.agent_skills.CreateRequest attribute) search_literature() (in module agentsociety2.skills.literature) search_literature_and_save() (in module agentsociety2.skills.literature) SearchToolRouter (class in agentsociety2.env.router_search_tool) set_activated_skills() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) set_current_time() (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) set_replay_writer() (agentsociety2.env.base.EnvBase method) (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) set_trace_context() (agentsociety2.env.router_base.RouterBase method) set_trace_sink() (agentsociety2.env.router_base.RouterBase method) set_visible_skills() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) set_workspace() (agentsociety2.registry.ModuleRegistry method) SimpleResponse (class in agentsociety2.backend.routers.agent_skills) skill_catalog() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) skill_dir (agentsociety2.agent.base.skill_runtime.SkillScriptContext attribute) skill_dirs() (agentsociety2.env.base.EnvBase class method) skill_id (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) (agentsociety2.agent.base.skill_runtime.SkillScriptContext attribute) (agentsociety2.backend.routers.agent_skills.SkillItem attribute) skill_name (agentsociety2.agent.base.skill_runtime.SkillScriptContext attribute) SkillDescriptor (class in agentsociety2.agent.base.skill_registry) SkillItem (class in agentsociety2.backend.routers.agent_skills) SkillRegistry (class in agentsociety2.agent.base.skill_registry) skills (agentsociety2.backend.routers.agent_skills.ListResponse attribute) SkillScriptContext (class in agentsociety2.agent.base.skill_runtime) source (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) (agentsociety2.backend.routers.agent_skills.SkillItem attribute) (agentsociety2.skills.literature.LiteratureEntry attribute) source_label (agentsociety2.agent.base.skill_registry.SkillDescriptor attribute) (agentsociety2.backend.routers.agent_skills.SkillItem attribute) source_path (agentsociety2.backend.routers.agent_skills.ImportRequest attribute) speaker (agentsociety2.storage.models.AgentDialog attribute) sqlite_type (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) start_experiment() (in module agentsociety2.skills.experiment) start_t (agentsociety2.registry.CreateInstanceRequest attribute) start_time (agentsociety2.backend.routers.experiments.ExperimentInfo attribute) (agentsociety2.backend.routers.replay.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) stats (agentsociety2.skills.analysis.DataSummary attribute) status (agentsociety2.backend.routers.experiments.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentInfo attribute) (agentsociety2.skills.experiment.ExperimentStatus attribute) (agentsociety2.storage.models.AgentStatus attribute) stderr (agentsociety2.skills.analysis.ExecutionResult attribute) stderr_log (agentsociety2.skills.experiment.ExperimentStatus attribute) stdout (agentsociety2.skills.analysis.ExecutionResult attribute) stdout_log (agentsociety2.skills.experiment.ExperimentStatus attribute) step (agentsociety2.backend.routers.replay.ReplayStepBundle attribute) (agentsociety2.backend.routers.replay.TimelinePoint attribute) (agentsociety2.storage.models.AgentDialog attribute) (agentsociety2.storage.models.AgentStatus attribute) step() (agentsociety2.agent.base.AgentBase method) (agentsociety2.agent.person.PersonAgent method) (agentsociety2.env.base.EnvBase method) (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) (agentsociety2.env.router_codegen.CodeGenRouter method) (agentsociety2.society.AgentSociety method) step_count (agentsociety2.backend.routers.experiments.ExperimentInfo attribute) (agentsociety2.society.AgentSociety property) step_key (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) stop_experiment() (in module agentsociety2.skills.experiment) subtitle (agentsociety2.skills.analysis.ReportContent attribute) success (agentsociety2.backend.routers.agent_skills.ImportResponse attribute) (agentsociety2.backend.routers.agent_skills.ListResponse attribute) (agentsociety2.backend.routers.agent_skills.ScanResponse attribute) (agentsociety2.backend.routers.agent_skills.SimpleResponse attribute) (agentsociety2.backend.routers.custom.CleanResponse attribute) (agentsociety2.backend.routers.custom.ListResponse attribute) (agentsociety2.backend.routers.custom.ModuleTestResult attribute) (agentsociety2.backend.routers.custom.ScanResponse attribute) (agentsociety2.backend.routers.custom.TestResponse attribute) (agentsociety2.skills.analysis.ExecutionResult attribute) (agentsociety2.skills.analysis.ToolResult attribute) success_criteria (agentsociety2.skills.analysis.ExperimentDesign attribute) SUCCESSFUL (agentsociety2.skills.analysis.ExperimentStatus attribute) successful_experiments (agentsociety2.skills.analysis.HypothesisSummary attribute) suggest_modules_for_topic() (in module agentsociety2.skills.experiment) supports_map (agentsociety2.backend.routers.replay.ReplayPanelSchema attribute) synthesis_paths() (in module agentsociety2.skills.analysis) SynthesisPaths (class in agentsociety2.skills.analysis) T t (agentsociety2.backend.routers.replay.ReplayStepBundle attribute) (agentsociety2.backend.routers.replay.TimelinePoint attribute) (agentsociety2.storage.models.AgentDialog attribute) (agentsociety2.storage.models.AgentStatus attribute) table_name (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) tables (agentsociety2.skills.analysis.DatabaseSchema attribute) (agentsociety2.skills.analysis.DataSummary property) TableSchema (class in agentsociety2.storage) tags (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.storage.ColumnDef attribute) test_custom_modules() (in module agentsociety2.backend.routers.custom) test_output (agentsociety2.backend.routers.custom.TestResponse attribute) TestRequest (class in agentsociety2.backend.routers.custom) TestResponse (class in agentsociety2.backend.routers.custom) tick (agentsociety2.registry.CreateInstanceRequest attribute) time_key (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) TimelinePoint (class in agentsociety2.backend.routers.replay) title (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.backend.routers.replay.ReplayDatasetPanelRef attribute) (agentsociety2.skills.analysis.ReportAsset attribute) (agentsociety2.skills.analysis.ReportContent attribute) (agentsociety2.skills.literature.LiteratureEntry attribute) (agentsociety2.storage.ColumnDef attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) to_create_sql() (agentsociety2.storage.TableSchema method) to_index_sql() (agentsociety2.storage.TableSchema method) to_sql() (agentsociety2.storage.ColumnDef method) to_workspace() (agentsociety2.agent.base.AgentBase method) (agentsociety2.agent.person.PersonAgent method) (agentsociety2.env.base.EnvBase method) (agentsociety2.society.AgentSociety method) to_workspaces() (agentsociety2.env.env_router_proxy.EnvRouterProxy method) (agentsociety2.env.router_base.RouterBase method) TokenUsageStats (class in agentsociety2.env.router_base) tool (agentsociety2.society.helper.PlanStep attribute) tool_type (agentsociety2.skills.analysis.ToolInfo attribute) ToolInfo (class in agentsociety2.skills.analysis) ToolResult (class in agentsociety2.skills.analysis) total (agentsociety2.backend.routers.agent_skills.ListResponse attribute) (agentsociety2.backend.routers.agent_skills.ScanResponse attribute) (agentsociety2.backend.routers.replay.ReplayDatasetRows attribute) total_agents (agentsociety2.backend.routers.custom.ListResponse attribute) total_code_retry_count (agentsociety2.env.router_codegen.CacheStats attribute) total_completion (agentsociety2.skills.analysis.HypothesisSummary attribute) total_envs (agentsociety2.backend.routers.custom.ListResponse attribute) total_input_tokens (agentsociety2.env.router_codegen.CacheStats attribute) total_output_tokens (agentsociety2.env.router_codegen.CacheStats attribute) total_steps (agentsociety2.backend.routers.replay.ExperimentInfo attribute) total_tests (agentsociety2.backend.routers.custom.TestResponse attribute) trace_span() (agentsociety2.agent.base.AgentBase method) TRACE_WRITER_ASYNC (agentsociety2.config.Config attribute) TwoTierPlanExecuteRouter (class in agentsociety2.env.router_two_tier_plan_execute) TwoTierReActRouter (class in agentsociety2.env.router_two_tier_react) type (agentsociety2.storage.ColumnDef attribute) U unit (agentsociety2.backend.routers.replay.ReplayDatasetColumn attribute) (agentsociety2.storage.ColumnDef attribute) UNKNOWN (agentsociety2.skills.analysis.ExperimentStatus attribute) updated_at (agentsociety2.skills.literature.LiteratureIndex attribute) upload_skill() (in module agentsociety2.backend.routers.agent_skills) user_instructions (agentsociety2.skills.experiment.ExperimentConfig attribute) V v (agentsociety2.config.Config attribute) validate_doi() (agentsociety2.skills.literature.LiteratureEntry class method) validate_experiment_ready() (in module agentsociety2.skills.experiment) validate_hypothesis_modules() (in module agentsociety2.skills.experiment) validate_hypothesis_schema() (in module agentsociety2.skills.hypothesis) validate_module_selection() (in module agentsociety2.skills.experiment) validate_saved_at() (agentsociety2.skills.literature.LiteratureEntry class method) variables (agentsociety2.skills.analysis.ExperimentDesign attribute) version (agentsociety2.backend.routers.replay.ReplayDatasetInfo attribute) (agentsociety2.skills.literature.LiteratureIndex attribute) (agentsociety2.storage.ReplayDatasetSpec attribute) visible_skill_count() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) visible_skill_ids() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) W workspace_path (agentsociety2.backend.routers.agent_skills.CreateRequest attribute) (agentsociety2.backend.routers.agent_skills.ImportRequest attribute) (agentsociety2.backend.routers.agent_skills.ScanRequest attribute) (agentsociety2.backend.routers.custom.ScanRequest attribute) (agentsociety2.backend.routers.custom.TestRequest attribute) workspace_root (agentsociety2.agent.base.skill_runtime.SkillScriptContext attribute) workspace_root() (agentsociety2.agent.base.skill_runtime.AgentSkillRuntime method) workspace_root_path() (agentsociety2.agent.base.AgentBase method) write() (agentsociety2.storage.replay_proxy.ReplayProxy method) (agentsociety2.storage.ReplaySink method) write_batch() (agentsociety2.storage.replay_proxy.ReplayProxy method) (agentsociety2.storage.ReplaySink method)