.env.example
CHANGELOG.md
CONTRIBUTING.md
LICENSE
MANIFEST.in
README.md
README_PYPI.md
pyproject.toml
requirements.txt
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assets/cos.png
assets/favicon.png
assets/logo-dark.png
assets/logo.png
assets/massgen-demo-light.gif
assets/massgen-demo.gif
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assets/workflow_answer_voting.png
assets/release_related_figures/context_path.png
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massgen/__init__.py
massgen/_broadcast_channel.py
massgen/agent_config.py
massgen/cancellation.py
massgen/chat_agent.py
massgen/cli.py
massgen/config_builder.py
massgen/config_validator.py
massgen/coordination_tracker.py
massgen/dspy_paraphraser.py
massgen/execution_trace.py
massgen/litellm_provider.py
massgen/logger_config.py
massgen/logs_analyzer.py
massgen/message_templates.py
massgen/orchestrator.py
massgen/persona_generator.py
massgen/plan_execution.py
massgen/plan_storage.py
massgen/session_exporter.py
massgen/shadow_agent.py
massgen/share.py
massgen/structured_logging.py
massgen/structured_logging_utils.py
massgen/system_message_builder.py
massgen/system_prompt_sections.py
massgen.egg-info/PKG-INFO
massgen.egg-info/SOURCES.txt
massgen.egg-info/dependency_links.txt
massgen.egg-info/entry_points.txt
massgen.egg-info/not-zip-safe
massgen.egg-info/requires.txt
massgen.egg-info/top_level.txt
massgen/adapters/__init__.py
massgen/adapters/ag2_adapter.py
massgen/adapters/base.py
massgen/adapters/tests/__init__.py
massgen/adapters/tests/test_ag2_adapter.py
massgen/adapters/tests/test_agent_adapter.py
massgen/adapters/utils/__init__.py
massgen/adapters/utils/ag2_utils.py
massgen/adapters/utils/tests/__init__.py
massgen/adapters/utils/tests/test_ag2_utils.py
massgen/api_params_handler/__init__.py
massgen/api_params_handler/_api_params_handler_base.py
massgen/api_params_handler/_chat_completions_api_params_handler.py
massgen/api_params_handler/_claude_api_params_handler.py
massgen/api_params_handler/_gemini_api_params_handler.py
massgen/api_params_handler/_openai_operator_api_params_handler.py
massgen/api_params_handler/_response_api_params_handler.py
massgen/backend/__init__.py
massgen/backend/_compression_utils.py
massgen/backend/_constants.py
massgen/backend/_context_errors.py
massgen/backend/_streaming_buffer_mixin.py
massgen/backend/azure_openai.py
massgen/backend/base.py
massgen/backend/base_with_custom_tool_and_mcp.py
massgen/backend/capabilities.py
massgen/backend/chat_completions.py
massgen/backend/claude.py
massgen/backend/claude_code.py
massgen/backend/cli_base.py
massgen/backend/external.py
massgen/backend/gemini.py
massgen/backend/gemini_utils.py
massgen/backend/grok.py
massgen/backend/inference.py
massgen/backend/lmstudio.py
massgen/backend/rate_limiter.py
massgen/backend/response.py
massgen/backend/docs/BACKEND_ARCHITECTURE.md
massgen/backend/docs/CLAUDE_API_RESEARCH.md
massgen/backend/docs/COMPUTER_USE_TOOLS_GUIDE.md
massgen/backend/docs/COMPUTER_USE_VISUALIZATION.md
massgen/backend/docs/DSPY_IMPLEMENTATION_GUIDE.md
massgen/backend/docs/Function calling openai responses.md
massgen/backend/docs/GEMINI_API_DOCUMENTATION.md
massgen/backend/docs/Gemini MCP Integration Analysis.md
massgen/backend/docs/MCP_IMPLEMENTATION_CLAUDE_BACKEND.md
massgen/backend/docs/MCP_INTEGRATION_RESPONSE_BACKEND.md
massgen/backend/docs/OPENAI_GPT5_MODELS.md
massgen/backend/docs/OPENAI_RESPONSE_API_TOOL_CALLS.md
massgen/backend/docs/OPENAI_response_streaming.md
massgen/backend/docs/inference_backend.md
massgen/backend/docs/permissions_and_context_files.md
massgen/broadcast/__init__.py
massgen/broadcast/broadcast_dataclasses.py
massgen/configs/BACKEND_CONFIGURATION.md
massgen/configs/README.md
massgen/configs/ag2/ag2_case_study.yaml
massgen/configs/ag2/ag2_coder.yaml
massgen/configs/ag2/ag2_coder_case_study.yaml
massgen/configs/ag2/ag2_gemini.yaml
massgen/configs/ag2/ag2_groupchat.yaml
massgen/configs/ag2/ag2_groupchat_gpt.yaml
massgen/configs/ag2/ag2_single_agent.yaml
massgen/configs/analysis/log_analysis.yaml
massgen/configs/analysis/log_analysis_cli.yaml
massgen/configs/basic/single_agent_textual.yaml
massgen/configs/basic/multi/fast_timeout_example.yaml
massgen/configs/basic/multi/fifty_gemini_agents.yaml
massgen/configs/basic/multi/gemini_4o_claude.yaml
massgen/configs/basic/multi/gemini_gpt5_claude.yaml
massgen/configs/basic/multi/gemini_gpt5nano_claude.yaml
massgen/configs/basic/multi/geminicode_4o_claude.yaml
massgen/configs/basic/multi/geminicode_gpt5nano_claude.yaml
massgen/configs/basic/multi/glm_gemini_claude.yaml
massgen/configs/basic/multi/gpt4o_audio_generation.yaml
massgen/configs/basic/multi/gpt4o_image_generation.yaml
massgen/configs/basic/multi/gpt5nano_glm_qwen.yaml
massgen/configs/basic/multi/gpt5nano_image_understanding.yaml
massgen/configs/basic/multi/persona_diversity_example.yaml
massgen/configs/basic/multi/six_gemini_agents.yaml
massgen/configs/basic/multi/three_agents_default.yaml
massgen/configs/basic/multi/three_agents_dspy_enabled.yaml
massgen/configs/basic/multi/three_agents_opensource.yaml
massgen/configs/basic/multi/three_agents_vllm.yaml
massgen/configs/basic/multi/two_agents_gemini.yaml
massgen/configs/basic/multi/two_agents_gpt5.yaml
massgen/configs/basic/multi/two_agents_opensource_lmstudio.yaml
massgen/configs/basic/multi/two_qwen_vllm_sglang.yaml
massgen/configs/basic/single/single_agent.yaml
massgen/configs/basic/single/single_flash2.5.yaml
massgen/configs/basic/single/single_gemini2.5pro.yaml
massgen/configs/basic/single/single_gpt4o_audio_generation.yaml
massgen/configs/basic/single/single_gpt4o_image_generation.yaml
massgen/configs/basic/single/single_gpt4o_video_generation.yaml
massgen/configs/basic/single/single_gpt5nano.yaml
massgen/configs/basic/single/single_gpt5nano_file_search.yaml
massgen/configs/basic/single/single_gpt5nano_image_understanding.yaml
massgen/configs/basic/single/single_gptoss120b.yaml
massgen/configs/basic/single/single_openrouter_audio_understanding.yaml
massgen/configs/basic/single/single_openrouter_web_search.yaml
massgen/configs/basic/single/single_qwen_video_understanding.yaml
massgen/configs/broadcast/test_broadcast_agents.yaml
massgen/configs/broadcast/test_broadcast_human.yaml
massgen/configs/debug/error_respawn_test.yaml
massgen/configs/debug/injection_delay_test.yaml
massgen/configs/debug/restart_test_controlled.yaml
massgen/configs/debug/restart_test_controlled_filesystem.yaml
massgen/configs/debug/round_timeout_test.yaml
massgen/configs/debug/skip_coordination_test.yaml
massgen/configs/debug/test_sdk_migration.yaml
massgen/configs/debug/code_execution/command_filtering_blacklist.yaml
massgen/configs/debug/code_execution/command_filtering_whitelist.yaml
massgen/configs/debug/code_execution/docker_verification.yaml
massgen/configs/docs/DISCORD_MCP_SETUP.md
massgen/configs/docs/TWITTER_MCP_ENESCINAR_SETUP.md
massgen/configs/examples/nlip_basic.yaml
massgen/configs/examples/nlip_openai_weather_test.yaml
massgen/configs/examples/nlip_orchestrator_test.yaml
massgen/configs/examples/nlip_usage_example.py
massgen/configs/features/async_subagent_example.yaml
massgen/configs/features/test_subagent_orchestrator.yaml
massgen/configs/features/test_subagent_orchestrator_code_mode.yaml
massgen/configs/memory/gpt5mini_gemini_baseline_research_to_implementation.yaml
massgen/configs/memory/gpt5mini_gemini_context_window_management.yaml
massgen/configs/memory/gpt5mini_gemini_research_to_implementation.yaml
massgen/configs/memory/gpt5mini_high_reasoning_gemini.yaml
massgen/configs/memory/single_agent_compression_test.yaml
massgen/configs/meta/massgen_evaluates_terminal.yaml
massgen/configs/meta/massgen_runs_massgen.yaml
massgen/configs/meta/massgen_suggests_to_improve_massgen.yaml
massgen/configs/providers/azure/azure_openai_multi.yaml
massgen/configs/providers/azure/azure_openai_single.yaml
massgen/configs/providers/claude/claude.yaml
massgen/configs/providers/claude/programmatic_with_two_tools.yaml
massgen/configs/providers/claude/strict_tool_use_example.yaml
massgen/configs/providers/claude/tool_search_example.yaml
massgen/configs/providers/gemini/gemini_3_flash.yaml
massgen/configs/providers/gemini/gemini_3_pro.yaml
massgen/configs/providers/gemini/gemini_gpt5nano.yaml
massgen/configs/providers/local/lmstudio.yaml
massgen/configs/providers/openai/gpt5.yaml
massgen/configs/providers/openai/gpt5_nano.yaml
massgen/configs/providers/others/grok_single_agent.yaml
massgen/configs/providers/others/zai_coding_team.yaml
massgen/configs/providers/others/zai_glm45.yaml
massgen/configs/rate_limits/README.md
massgen/configs/rate_limits/__init__.py
massgen/configs/rate_limits/rate_limit_config.py
massgen/configs/rate_limits/rate_limits.yaml
massgen/configs/skills/skills_basic.yaml
massgen/configs/skills/skills_existing_filesystem.yaml
massgen/configs/skills/skills_with_memory.yaml
massgen/configs/skills/skills_with_previous_sessions.yaml
massgen/configs/skills/test_memory.yaml
massgen/configs/teams/creative/creative_team.yaml
massgen/configs/teams/creative/travel_planning.yaml
massgen/configs/teams/research/news_analysis.yaml
massgen/configs/teams/research/research_team.yaml
massgen/configs/teams/research/technical_analysis.yaml
massgen/configs/tools/code-execution/background_shell_demo.yaml
massgen/configs/tools/code-execution/basic_command_execution.yaml
massgen/configs/tools/code-execution/code_execution_use_case_simple.yaml
massgen/configs/tools/code-execution/docker_claude_code.yaml
massgen/configs/tools/code-execution/docker_custom_image.yaml
massgen/configs/tools/code-execution/docker_full_dev_setup.yaml
massgen/configs/tools/code-execution/docker_github_readonly.yaml
massgen/configs/tools/code-execution/docker_multi_agent.yaml
massgen/configs/tools/code-execution/docker_simple.yaml
massgen/configs/tools/code-execution/docker_with_resource_limits.yaml
massgen/configs/tools/code-execution/docker_with_sudo.yaml
massgen/configs/tools/code-execution/multi_agent_playwright_automation.yaml
massgen/configs/tools/custom_tools/claude_code_custom_tool_example.yaml
massgen/configs/tools/custom_tools/claude_code_custom_tool_example_no_path.yaml
massgen/configs/tools/custom_tools/claude_code_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/claude_code_custom_tool_with_wrong_mcp_example.yaml
massgen/configs/tools/custom_tools/claude_code_wrong_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/claude_computer_use_browser_example.yaml
massgen/configs/tools/custom_tools/claude_computer_use_docker_example.yaml
massgen/configs/tools/custom_tools/claude_custom_tool_example.yaml
massgen/configs/tools/custom_tools/claude_custom_tool_example_no_path.yaml
massgen/configs/tools/custom_tools/claude_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/claude_custom_tool_with_wrong_mcp_example.yaml
massgen/configs/tools/custom_tools/claude_wrong_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/computer_use_browser_example.yaml
massgen/configs/tools/custom_tools/computer_use_docker_example.yaml
massgen/configs/tools/custom_tools/computer_use_example.yaml
massgen/configs/tools/custom_tools/crawl4ai_example.yaml
massgen/configs/tools/custom_tools/gemini_computer_use_docker_example.yaml
massgen/configs/tools/custom_tools/gemini_computer_use_example.yaml
massgen/configs/tools/custom_tools/gemini_custom_tool_example.yaml
massgen/configs/tools/custom_tools/gemini_custom_tool_example_no_path.yaml
massgen/configs/tools/custom_tools/gemini_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/gemini_custom_tool_with_wrong_mcp_example.yaml
massgen/configs/tools/custom_tools/gemini_wrong_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/github_issue_market_analysis.yaml
massgen/configs/tools/custom_tools/gpt5_nano_custom_tool_example.yaml
massgen/configs/tools/custom_tools/gpt5_nano_custom_tool_example_no_path.yaml
massgen/configs/tools/custom_tools/gpt5_nano_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/gpt5_nano_custom_tool_with_mcp_parallel.yaml
massgen/configs/tools/custom_tools/gpt5_nano_custom_tool_with_wrong_mcp_example.yaml
massgen/configs/tools/custom_tools/gpt5_nano_wrong_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/gpt_oss_custom_tool_example.yaml
massgen/configs/tools/custom_tools/gpt_oss_custom_tool_example_no_path.yaml
massgen/configs/tools/custom_tools/gpt_oss_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/gpt_oss_custom_tool_with_wrong_mcp_example.yaml
massgen/configs/tools/custom_tools/gpt_oss_wrong_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/grok3_mini_custom_tool_example.yaml
massgen/configs/tools/custom_tools/grok3_mini_custom_tool_example_no_path.yaml
massgen/configs/tools/custom_tools/grok3_mini_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/grok3_mini_custom_tool_with_wrong_mcp_example.yaml
massgen/configs/tools/custom_tools/grok3_mini_wrong_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/multi_agent_computer_use_example.yaml
massgen/configs/tools/custom_tools/qwen_api_custom_tool_example.yaml
massgen/configs/tools/custom_tools/qwen_api_custom_tool_example_no_path.yaml
massgen/configs/tools/custom_tools/qwen_api_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/qwen_api_custom_tool_with_wrong_mcp_example.yaml
massgen/configs/tools/custom_tools/qwen_api_wrong_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/qwen_local_custom_tool_example.yaml
massgen/configs/tools/custom_tools/qwen_local_custom_tool_example_no_path.yaml
massgen/configs/tools/custom_tools/qwen_local_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/qwen_local_custom_tool_with_wrong_mcp_example.yaml
massgen/configs/tools/custom_tools/qwen_local_wrong_custom_tool_with_mcp_example.yaml
massgen/configs/tools/custom_tools/simple_browser_automation_example.yaml
massgen/configs/tools/custom_tools/terminal_evaluation.yaml
massgen/configs/tools/custom_tools/two_models_with_tools_example.yaml
massgen/configs/tools/custom_tools/ui_tars_browser_example.yaml
massgen/configs/tools/custom_tools/ui_tars_docker_example.yaml
massgen/configs/tools/custom_tools/interop/ag2_and_langgraph_lesson_planner.yaml
massgen/configs/tools/custom_tools/interop/ag2_and_openai_assistant_lesson_planner.yaml
massgen/configs/tools/custom_tools/interop/ag2_lesson_planner_example.yaml
massgen/configs/tools/custom_tools/interop/agentscope_lesson_planner_example.yaml
massgen/configs/tools/custom_tools/interop/langgraph_lesson_planner_example.yaml
massgen/configs/tools/custom_tools/interop/openai_assistant_lesson_planner_example.yaml
massgen/configs/tools/custom_tools/interop/smolagent_lesson_planner_example.yaml
massgen/configs/tools/custom_tools/multimodal_tools/text_to_file_generation_multi.yaml
massgen/configs/tools/custom_tools/multimodal_tools/text_to_file_generation_single.yaml
massgen/configs/tools/custom_tools/multimodal_tools/text_to_image_generation_multi.yaml
massgen/configs/tools/custom_tools/multimodal_tools/text_to_image_generation_single.yaml
massgen/configs/tools/custom_tools/multimodal_tools/text_to_speech_generation_multi.yaml
massgen/configs/tools/custom_tools/multimodal_tools/text_to_speech_generation_single.yaml
massgen/configs/tools/custom_tools/multimodal_tools/text_to_video_generation_multi.yaml
massgen/configs/tools/custom_tools/multimodal_tools/text_to_video_generation_single.yaml
massgen/configs/tools/custom_tools/multimodal_tools/understand_audio.yaml
massgen/configs/tools/custom_tools/multimodal_tools/understand_file.yaml
massgen/configs/tools/custom_tools/multimodal_tools/understand_image.yaml
massgen/configs/tools/custom_tools/multimodal_tools/understand_video.yaml
massgen/configs/tools/custom_tools/multimodal_tools/unified_multimodal.yaml
massgen/configs/tools/custom_tools/multimodal_tools/youtube_video_analysis.yaml
massgen/configs/tools/filesystem/cc_gpt5_gemini_filesystem.yaml
massgen/configs/tools/filesystem/claude_code_context_sharing.yaml
massgen/configs/tools/filesystem/claude_code_flash2.5.yaml
massgen/configs/tools/filesystem/claude_code_flash2.5_gptoss.yaml
massgen/configs/tools/filesystem/claude_code_gpt5nano.yaml
massgen/configs/tools/filesystem/claude_code_single.yaml
massgen/configs/tools/filesystem/fs_permissions_test.yaml
massgen/configs/tools/filesystem/gemini_gemini_workspace_cleanup.yaml
massgen/configs/tools/filesystem/gemini_gpt5_filesystem_casestudy.yaml
massgen/configs/tools/filesystem/gemini_gpt5nano_file_context_path.yaml
massgen/configs/tools/filesystem/gemini_gpt5nano_protected_paths.yaml
massgen/configs/tools/filesystem/gpt5mini_cc_fs_context_path.yaml
massgen/configs/tools/filesystem/grok4_gpt5_gemini_filesystem.yaml
massgen/configs/tools/filesystem/test_reactive_compression.yaml
massgen/configs/tools/filesystem/code_based/example_code_based_tools.yaml
massgen/configs/tools/filesystem/exclude_mcps/test_minimal_mcps.yaml
massgen/configs/tools/filesystem/multiturn/grok4_gpt5_claude_code_filesystem_multiturn.yaml
massgen/configs/tools/filesystem/multiturn/grok4_gpt5_gemini_filesystem_multiturn.yaml
massgen/configs/tools/filesystem/multiturn/two_claude_code_filesystem_multiturn.yaml
massgen/configs/tools/filesystem/multiturn/two_gemini_flash_filesystem_multiturn.yaml
massgen/configs/tools/mcp/claude_code_discord_mcp_example.yaml
massgen/configs/tools/mcp/claude_code_simple_mcp.yaml
massgen/configs/tools/mcp/claude_code_twitter_mcp_example.yaml
massgen/configs/tools/mcp/claude_mcp_example.yaml
massgen/configs/tools/mcp/claude_mcp_test.yaml
massgen/configs/tools/mcp/five_agents_travel_mcp_test.yaml
massgen/configs/tools/mcp/five_agents_weather_mcp_test.yaml
massgen/configs/tools/mcp/gemini_mcp_example.yaml
massgen/configs/tools/mcp/gemini_mcp_filesystem_test.yaml
massgen/configs/tools/mcp/gemini_mcp_filesystem_test_sharing.yaml
massgen/configs/tools/mcp/gemini_mcp_filesystem_test_single_agent.yaml
massgen/configs/tools/mcp/gemini_mcp_filesystem_test_with_claude_code.yaml
massgen/configs/tools/mcp/gemini_mcp_test.yaml
massgen/configs/tools/mcp/gemini_notion_mcp.yaml
massgen/configs/tools/mcp/gpt5_nano_mcp_example.yaml
massgen/configs/tools/mcp/gpt5_nano_mcp_test.yaml
massgen/configs/tools/mcp/gpt5mini_claude_code_discord_mcp_example.yaml
massgen/configs/tools/mcp/gpt_oss_mcp_example.yaml
massgen/configs/tools/mcp/gpt_oss_mcp_test.yaml
massgen/configs/tools/mcp/grok3_mini_mcp_example.yaml
massgen/configs/tools/mcp/grok3_mini_mcp_test.yaml
massgen/configs/tools/mcp/multimcp_gemini.yaml
massgen/configs/tools/mcp/qwen_api_mcp_example.yaml
massgen/configs/tools/mcp/qwen_api_mcp_test.yaml
massgen/configs/tools/mcp/qwen_local_mcp_example.yaml
massgen/configs/tools/mcp/qwen_local_mcp_test.yaml
massgen/configs/tools/planning/five_agents_discord_mcp_planning_mode.yaml
massgen/configs/tools/planning/five_agents_filesystem_mcp_planning_mode.yaml
massgen/configs/tools/planning/five_agents_notion_mcp_planning_mode.yaml
massgen/configs/tools/planning/five_agents_twitter_mcp_planning_mode.yaml
massgen/configs/tools/planning/gpt5_mini_case_study_mcp_planning_mode.yaml
massgen/configs/tools/planning/simple_task_planning.yaml
massgen/configs/tools/todo/example_task_todo.yaml
massgen/configs/tools/web-search/claude_streamable_http_test.yaml
massgen/configs/tools/web-search/gemini_streamable_http_test.yaml
massgen/configs/tools/web-search/gpt5_mini_streamable_http_test.yaml
massgen/configs/tools/web-search/gpt_oss_streamable_http_test.yaml
massgen/configs/tools/web-search/grok3_mini_streamable_http_test.yaml
massgen/configs/tools/web-search/openrouter_web_search.yaml
massgen/configs/tools/web-search/qwen_api_streamable_http_test.yaml
massgen/configs/tools/web-search/qwen_local_streamable_http_test.yaml
massgen/configs/voting/gemini_gpt_voting_sensitivity.yaml
massgen/context/__init__.py
massgen/context/task_context.py
massgen/docker/README.md
massgen/filesystem_manager/__init__.py
massgen/filesystem_manager/_base.py
massgen/filesystem_manager/_code_execution_server.py
massgen/filesystem_manager/_constants.py
massgen/filesystem_manager/_docker_manager.py
massgen/filesystem_manager/_file_operation_tracker.py
massgen/filesystem_manager/_filesystem_manager.py
massgen/filesystem_manager/_path_permission_manager.py
massgen/filesystem_manager/_session_mount_manager.py
massgen/filesystem_manager/_tool_code_writer.py
massgen/filesystem_manager/_workspace_tools_server.py
massgen/filesystem_manager/background_shell.py
massgen/filesystem_manager/skills_manager.py
massgen/formatter/__init__.py
massgen/formatter/_chat_completions_formatter.py
massgen/formatter/_claude_formatter.py
massgen/formatter/_formatter_base.py
massgen/formatter/_gemini_formatter.py
massgen/formatter/_response_formatter.py
massgen/frontend/__init__.py
massgen/frontend/coordination_ui.py
massgen/frontend/interactive_controller.py
massgen/frontend/displays/__init__.py
massgen/frontend/displays/base_display.py
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