[ACL 2026] Open-source framework for holistic, structured repository-level documentation across multilingual codebases
-
Updated
Oct 22, 2026 - Python
[ACL 2026] Open-source framework for holistic, structured repository-level documentation across multilingual codebases
A discovery and compression tool for your Python codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project | Code structure visualization | LLM Context Window Efficiency | Static analysis for AI | Large Language Model tooling #LLM #AI #Python #CodeAnalysis #ContextWindow #DeveloperTools
A lightweight tool to optimize your Javascript / Typescript project for LLM context windows by using a knowledge graph | AI code understanding | LLM context enhancement | Code structure visualization | Static analysis for AI | Large Language Model tooling #LLM #AI #JavaScript #TypeScript #CodeAnalysis #ContextWindow #DeveloperTools
Map a repository as a Markdown tree with LLM-written notes on each file.
A lightweight tool to optimize your C# project for LLM context windows by using a knowledge graph | Code structure visualization | Static analysis for AI | Large Language Model tooling | .NET ecosystem support #LLM #AI #CSharp #DotNet #CodeAnalysis #ContextWindow #DeveloperTools
A discovery and compression tool for your Java codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project #LLM #AI #Java #CodeAnalysis #ContextWindow #DeveloperTools #StaticAnalysis #CodeVisualization
Simplified Technical English for Code - extract, adapt, and enforce ASD-STE100 rules for software documentation. 9-agent pipeline, 59-test benchmark (96.6%), multi-language scaffolding.
AI-powered tool to explore repositories, analyze complexity, dependencies, and understand code structure instantly.
🔍 CodeMetrix: A sophisticated code analysis and cost estimation tool that provides advanced metrics, quality assessment, and intelligent reporting for software projects. Features COCOMO II modeling, AST-based analysis, and multi-language support.
Generate source-cited repository wikis with OMP, Claude Code, or Codex CLI.
AI Agent Skill — Auto-generate business context layer (BCL) for large backend codebases. Supports Java, Python, Go, Kotlin, TypeScript. Turn 500K lines into navigable knowledge maps.code2wiki ( code to wiki) 是一项专为复杂项目构建面向业务的“业务语义层”的技能。通过 code2wiki,开发者可以将既有代码库高效地转化为系统化的项目上下文与 Wiki 文档,从而显著提升 LLM 对复杂业务系统的理解深度,赋能代码总结、领域 Skill 构建及自动化文档生成。
AI documentation generator for Claude Code, Cursor, Copilot, Gemini CLI, Codex, Windsurf, and Cline. Scans your codebase and generates platform-native context files
Convert your repositories into PDFs and structured JSON outputs, giving LLMs full context of your codebase
A CLI tool to transform a codebase into a single, LLM-optimized markdown file. Intelligently samples content, removes duplicates, and controls token budgets to create perfect context for AI assistants
Merkle-enhanced codebase mapping for AI agents. O(1) change detection, zero-token staleness prevention.
A lightweight, AI‑enhanced generator that creates a polished README.md and a ready‑to‑use LICENSE file for any public GitHub repository. It combines GitHub repo analysis, OpenRouter/OpenAI summarization, and customizable licensing templates into a simple Gradio web UI.
Build and maintain codebase docs with an AI agent that maps module links, updates knowledge, and supports search and chat
Builds a portable OKF knowledge base from code and git history, with checkable evidence, preserved human input, and agent workflows that keep it current as code evolves
Claude Code skill for documenting code to your project's existing convention — Python docstrings, C/C++ Doxygen, READMEs, and documentation audits.
A code-graph-grounded wiki generator: tree-sitter indexing, hash-gated local-LLM summaries, and a citation-validated page writer with Mermaid diagrams.
To associate your repository with the code-documentation topic, visit your repo's landing page and select "manage topics."