Diagnostics Python Packages

neuralbridge-sdk

NeuralBridge - AI Agent 自愈引擎。三层故障自愈：L1 自动重试 → L2 语义等价降级 → L3 Failover 兜底。内置本地监控面板，依赖 httpx + aiohttp，pip install 即可接入。

pyagnostics

A rich diagnostics & error reporting library

ocptv

Pure python API for the OCP Test & Validation project

mlx-model-doctor

Validate an MLX / Hugging Face model repository before you load it.

fixos

AI-powered Linux/Windows diagnostics and repair – audio, hardware, system issues

camt053-lsp

Language Server Protocol (LSP) server for authoring camt053 ISO 20022 reversing-entry data files, with diagnostics, completion, and hover. Works in VS Code, Neovim, and other LSP editors.

retrieval-observatory

pypi retrieval reliability platform for rag pipelines: per-stage benchmarks, failure labels, stress tests, prod traces, and regression gates.

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.

env-doctor

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

tg-guard

TokenGuard - a parallel execution model based on Python.

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.

mlx-quant-fidelity

Measure MLX quantization quality loss — KL divergence, perplexity, top-token agreement for KV cache and weights

llm-relay

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

tofu

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

llvm-diagnostics

Python module for creating diagnostics using the LLVM diagnostics specification

gwc-pybundle

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

rp1210

A Python32 implementation of the RP1210C standard.

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.

nvsonar

Active GPU diagnostic tool that identifies performance bottlenecks, detects anomalous patterns, and gives actionable recommendations

x4c

x4c: Xarray for CESM

claude-agent-radar

Diagnose the activation gap in your Claude Code setup — what you configured on disk vs. what actually fires in your sessions. Dual-radar across CLAUDE.md, Skills, MCP, Automation, and Context Hygiene, with multi-repo team benchmarking.

manastone-diag

Offline fault diagnosis assistant for the AgiBot X2 Ultra humanoid: drop in a log package, get a three-round reviewed diagnosis. Rules + causal inference + LLM agent.