[DEPRECATED — kept for back-compat only] Regex-based adapter generator for 6 common patterns (Hydra, from_pretrained, algo_factory, etc.). For any real adapter work, prefer probe_run → extract_io_spec → write_file → validate_policy_server — that flow works on ANY repo, not just the common-pattern subset.