CodeCompass is a software comprehension tool for large scale software written in C/C++, C# and Python.

Dataset and code for Findings of EMNLP'21 paper "CodeQA: A Question Answering Dataset for Source Code Comprehension".

SourceBridge.ai — Understand any codebase, fast. A codebase field guide and context layer for unfamiliar systems.

flowR Extension for Visual Studio Code and Positron

Comprehension-driven development: Claude quizzes you on your own PR diff so you catch the gap between what you think your code does and what it actually does — before you merge.

Repo-gniton is an intelligent tool that helps developers understand, navigate, and work with code repositories. It dynamically ingests GitHub repositories, parses code and documentation, and prepares them for retrieval and AI-powered assistance.

VS Code extension for Understand

Code Comprehension Assistance for Evidence-Based performance Tuning

A Kotlin-based project for enhancing Java code analysis, leveraging GraphCodeBERT and GPT-4 to generate PlantUML diagrams that visualize code structure, relationships, and functional components.

linux source code

UnVibe trains developers to truly understand code, not just generate it. AI writes the hardest solution — you decode it, rebuild it simpler, then defend your understanding in interviews. Your "Irreplaceability Score" tracks your depth. The goal: be skilled enough that no company can replace you with a prompt.

Agent skills for learning unfamiliar codebases — analysis, curriculum, Jupyter exercises, Socratic tutoring, and adaptive quizzes. Single source installs to Claude Code, Codex, or Gemini CLI.

Create CSV file showing dependency between return values, parameters, fields and variables

A Haskell plugin that is used to parse Haskell projects for codecompass. The data necessary for providing code comprehension for the project is exported.

Version 1.0 from 2012

Combat cognitive debt from Claude AI-assisted development

prints csv tree as a tree, much like cflow

log4j, jackson-databind

框架/代码库主题深度拆解工作流（Claude Code skill）：自顶向下+自底向上双路扫描，关键节点人在回路确认范围，干净上下文子代理交叉验证，每阶段硬退出标准。让你在写技术文章/做分享前，先完整、不漏地理解一个跨模块主题。

Agent Skill: whole-system codebase comprehension for your AI agent, powered by peek (codepeekr.dev)