Index A | B | C | D | E | F | G | H | I | K | L | M | N | P | Q | R | S | T | U A add() (mtf.memory.SharedMemory method) all_data() (mtf.toolkit.registry.ToolkitRegistry method) ask() (mtf.interface.CLIInterface method) (mtf.interface.HumanInterface method) ask_for_files() (mtf.interface.CLIInterface method) (mtf.interface.HumanInterface method) async_call() (mtf.tools.gpd_mcp.GPDMCPClient method) auto_detect_domains (mtf.config.MTFConfig attribute) auto_reject_physics_failures (mtf.config.MTFConfig attribute) available (mtf.tools.gpd_mcp.GPDMCPClient property) B BaseAgent (class in mtf.agents.base) C call() (mtf.tools.gpd_mcp.GPDMCPClient method) citation_verification (mtf.config.MTFConfig attribute) citation_verification_max (mtf.config.MTFConfig attribute) CLIInterface (class in mtf.interface) close() (mtf.tools.gpd_mcp.GPDMCPClient method) confirm() (mtf.interface.CLIInterface method) (mtf.interface.HumanInterface method) content (mtf.memory.MemoryEntry attribute) CONVENTIONS (mtf.memory.MemoryKind attribute) D DEBATE (mtf.memory.MemoryKind attribute) debate_model (mtf.config.MTFConfig attribute) DebateEngine (class in mtf.debate) describe() (mtf.toolkit.registry.ToolkitRegistry method) digest() (mtf.agents.image_digest.FileDigestSubagent method) (mtf.agents.image_digest.ImageDigestAgent method) digest_all() (mtf.agents.image_digest.ImageDigestAgent method) DOMAIN_CLASSIFICATION (mtf.memory.MemoryKind attribute) DOMAIN_PATTERNS (mtf.memory.MemoryKind attribute) E enable_gpd_mcp (mtf.config.MTFConfig attribute) F FileDigestSubagent (class in mtf.agents.image_digest) filter() (mtf.memory.SharedMemory method) fit() (mtf.agents.fitting.FittingAgent method) FIT_RESULT (mtf.memory.MemoryKind attribute) fit_results() (mtf.memory.SharedMemory method) fitting_convention_check (mtf.config.MTFConfig attribute) fitting_enabled (mtf.config.MTFConfig attribute) fitting_max_convention_retries (mtf.config.MTFConfig attribute) fitting_model (mtf.config.MTFConfig attribute) fitting_result_integrity_check (mtf.config.MTFConfig attribute) fitting_scope (mtf.config.MTFConfig attribute) fitting_semaphore_limit (mtf.config.MTFConfig attribute) FITTING_SKIPPED (mtf.memory.MemoryKind attribute) FITTING_WARNINGS (mtf.memory.MemoryKind attribute) FittingAgent (class in mtf.agents.fitting) followup_model (mtf.config.MTFConfig attribute) format_context() (mtf.memory.SharedMemory method) format_index() (mtf.memory.SharedMemory method) G get_data() (mtf.toolkit.registry.ToolkitRegistry method) get_model() (mtf.toolkit.registry.ToolkitRegistry method) gpd_domain_detection_max_domains (mtf.config.MTFConfig attribute) gpd_servers (mtf.config.MTFConfig attribute) GPDMCPClient (class in mtf.tools.gpd_mcp) H HumanInterface (class in mtf.interface) hypotheses() (mtf.memory.SharedMemory method) HYPOTHESIS (mtf.memory.MemoryKind attribute) I identify_needed_toolkit_items() (mtf.agents.fitting.FittingAgent method) IMAGE_DATA (mtf.memory.MemoryKind attribute) image_digest_model (mtf.config.MTFConfig attribute) ImageDigestAgent (class in mtf.agents.image_digest) INTEGRITY_WARNING (mtf.memory.MemoryKind attribute) investigate() (mtf.agents.literature.LiteratureAgent method) K kind (mtf.memory.MemoryEntry attribute) L list_data() (mtf.toolkit.registry.ToolkitRegistry method) list_models() (mtf.toolkit.registry.ToolkitRegistry method) LITERATURE (mtf.memory.MemoryKind attribute) literature_model (mtf.config.MTFConfig attribute) literature_plausibility_screen (mtf.config.MTFConfig attribute) LiteratureAgent (class in mtf.agents.literature) M make_tool() (mtf.tools.gpd_mcp.GPDMCPClient method) max_debate_rounds (mtf.config.MTFConfig attribute) MemoryEntry (class in mtf.memory) MemoryKind (class in mtf.memory) metadata (mtf.memory.MemoryEntry attribute) module mtf.agents.base mtf.agents.fitting mtf.agents.image_digest mtf.agents.literature mtf.agents.reviewer mtf.config mtf.debate mtf.interface mtf.memory mtf.orchestrator mtf.toolkit.registry mtf.tools.fitting_tools mtf.tools.gpd_mcp mtf.agents.base module mtf.agents.fitting module mtf.agents.image_digest module mtf.agents.literature module mtf.agents.reviewer module mtf.config module mtf.debate module mtf.interface module mtf.memory module mtf.orchestrator module mtf.toolkit.registry module mtf.tools.fitting_tools module mtf.tools.gpd_mcp module MTFConfig (class in mtf.config) MTFOrchestrator (class in mtf.orchestrator) N n_fitting (mtf.config.MTFConfig attribute) n_literature (mtf.config.MTFConfig attribute) n_proposal (mtf.config.MTFConfig attribute) n_qualitative (mtf.config.MTFConfig attribute) n_reviewer (mtf.config.MTFConfig attribute) P pdf_enhanced_extraction (mtf.config.MTFConfig attribute) pdf_figure_extraction_max_tokens (mtf.config.MTFConfig attribute) pdf_min_size_kb_for_enhanced (mtf.config.MTFConfig attribute) PHENOMENON (mtf.memory.MemoryKind attribute) physics_domains (mtf.config.MTFConfig attribute) PHYSICS_VERDICT (mtf.memory.MemoryKind attribute) proposal_model (mtf.config.MTFConfig attribute) PROPOSALS (mtf.memory.MemoryKind attribute) Q QUALITATIVE_EVAL (mtf.memory.MemoryKind attribute) R register_data() (mtf.toolkit.registry.ToolkitRegistry method) register_model() (mtf.toolkit.registry.ToolkitRegistry method) REVIEW (mtf.memory.MemoryKind attribute) review() (mtf.agents.reviewer.ReviewerAgent method) reviewer_model (mtf.config.MTFConfig attribute) reviewer_models (mtf.config.MTFConfig attribute) reviewer_verification_passes (mtf.config.MTFConfig attribute) ReviewerAgent (class in mtf.agents.reviewer) run() (mtf.orchestrator.MTFOrchestrator method) run_fitting_code() (in module mtf.tools.fitting_tools) S SharedMemory (class in mtf.memory) show() (mtf.interface.CLIInterface method) (mtf.interface.HumanInterface method) start() (mtf.tools.gpd_mcp.GPDMCPClient method) synthesize() (mtf.debate.DebateEngine method) T TOOLKIT_DIGEST (mtf.memory.MemoryKind attribute) toolkit_items (mtf.config.MTFConfig attribute) ToolkitRegistry (class in mtf.toolkit.registry) U USER_FEEDBACK (mtf.memory.MemoryKind attribute)