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* Add _parse_link helper validating both node_id (str) and slot_idx (int, rejecting bool) so malformed API JSON (e.g. ['n1', '0']) degrades to AnyType instead of crashing with TypeError. * Add slot_idx type guards in resolve_output_type and is_output_list. * Extract _get_class_def_for_node helper to dedupe node/class lookup across resolve_output_type, is_output_list, get_declared_slot_io_type. * register_dynamic_input_func now detects 5-argument legacy callables via inspect.signature and silently wraps them; preserves backward compatibility for any custom node that registered its own dynamic input expansion against the pre-live_input_types signature. * Tests: malformed link (str slot idx, wrong arity), bad slot type directly to resolve_output_type, non-string class_type. Tests for the legacy 5-arg shim and the modern 6-arg passthrough, including callables with uninspectable signatures. Amp-Thread-ID: https://ampcode.com/threads/T-019e8568-f382-743d-a97f-0de3ff29d501 Co-authored-by: Amp <amp@ampcode.com>