@ax2

Python/Django production-report doctor for DeepSeek Harness: traceback, pytest, migrations, N+1 SQL, django checks and celery inspection parsed into structured diagnoses.

Windows correctness layer for DeepSeek Harness: encoding detection/conversion (GBK/GB18030/Big5/Shift-JIS), Windows path legality, netstat interpretation, and bounded read-only disk inspection.

Deterministic, offline, bounded tools for DeepSeek Harness: 29 JSON/YAML/CSV, text, encoding and inspection tools, each returning a byte receipt.

JVM production-report doctor for DeepSeek Harness: jstack/cmd thread dumps, GC logs, Maven/Gradle dependency conflicts, stack traces and Spring config diffs parsed into structured diagnoses.

One command installs four deterministic DeepSeek Harness plugins: 46 offline, bounded tools for JSON/YAML/CSV/encoding chores plus JVM, Python and Windows production diagnostics.