deterministic 4

DSH plugin: 29 deterministic, offline tools for JSON validation with exact line/column, JSONPath queries, YAML/CSV conversion, text diff, regex capture, encodings, hashes, Unicode, CIDR, JWT structure and timestamps. Every call returns a { result, meta }

DSH plugin: offline JVM production-report diagnostics — thread dumps with Java-level deadlock cycles, GC-log pause percentiles, Maven/Gradle dependency conflicts, exception chains and Spring config diffs. Never touches a running process: no jcmd, no jstac

DSH plugin: deterministic, offline Python/Django production-report diagnostics — traceback root cause, pytest summaries, unapplied migrations, N+1 SQL, manage.py check --deploy and Celery backlog. Does not execute Python, start subprocesses or touch the n

DSH plugin: Windows correctness layer — GBK/GB18030/UTF-16/Big5/Shift-JIS encoding detection with confidence and lossy reporting, Windows path legality (reserved device names, 8.3, UNC, MAX_PATH), netstat interpretation and bounded read-only disk inspecti