Diagnostics Python Packages

ocptv

Pure python API for the OCP Test & Validation project

neuralbridge-sdk

The First AI Agent Operations Platform — Diagnose. Self-Heal. Survive. | 智能体运维·自愈

llm-relay

Unified LLM usage management — API proxy, session diagnostics, multi-CLI orchestration

pyagnostics

A rich diagnostics & error reporting library

azure-functions-doctor

Pre-deploy diagnostic CLI for Azure Functions Python v2 — Part of the Azure Functions Python DX Toolkit

atoparser

Utilities for reading Atop statistic files natively in Python.

tofu

Project for an open-source python library for synthetic diagnostics and tomography for Fusion devices

rp1210

A Python32 implementation of the RP1210C standard.

env-doctor

Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.

llvm-diagnostics

Python module for creating diagnostics using the LLVM diagnostics specification

httptap

Rich-powered CLI that breaks each HTTP request into DNS, connect, TLS, wait, and transfer phases with waterfall timelines, compact summaries, or metrics-only output.

waltlabtools

A collection of tools for biomedical research assay analysis in Python.

inferguard

Read-only disaggregated-serving diagnostics for vLLM, SGLang, Dynamo, and llm-d.

gwc-pybundle

Deterministic, automation-friendly Python tool that bundles source code, diagnostics, and metadata into reproducible artifacts for debugging, CI, and AI workflows.

detect-shadowed-modules

Detect conflicting directory names across Python's sys.path that shadow installed packages

py-uds

Python package for Unified Diagnostic Services (UDS, ISO 14229) communication. Provides a common API across diagnostic buses (CAN, Ethernet, LIN, FlexRay, K-Line) and can be extended to custom transports.

win-can-tool

A Windows CAN-Bus simulation and testing tool with GUI and CLI support. Generates real-time J1939/NMEA2000 style CAN frames for hardware and software testing. Includes PyPI package, auto-built Windows EXE, and profile-based message generation.

adapt-diagnostics

Tools to design guides for diagnostics

x4c

x4c: Xarray for CESM

mergelens

Pre-merge diagnostics for LLM model merging

thermoclaw

Catches training failures before they waste GPU hours. Thermodynamic diagnostics for any PyTorch optimiser — per-layer collapse detection, entropy decomposition, and plain-English recommendations.

nvsonar

Active GPU diagnostic tool that identifies performance bottlenecks

agent-plugin-diagnostics

Local-first diagnostics for MCP and AI coding-agent plugin setups across Claude, Codex, Cursor, VS Code, Windsurf, Zed, Cline, Roo, and OpenCode.

pywho

One command to explain your Python environment, trace imports, and detect shadows.