codeindex
★ 249
vs
learn-claude-code
★ 63.6k
codeindex vs learn-claude-code
codeindex: codeindex is a dependency analyzer that builds a blast-radius impact score for every file in your repo — showing which files will break if a given file changes. It also generates a symbol index mapping every function and class to its exact file and line number, so AI tools can locate any symbol in one lookup without scanning the whole codebase. Supports 12+ languages, zero required dependencies (pure Python stdlib), and five consumption modes including CLI, MCP server, and CLAUDE.md injection.; learn-claude-code: This repository provides a hands-on tutorial to learn how modern AI agents work by building one from scratch, emphasizing the core loop of model-tool interaction. It distills complex agent concepts into simple, iterative versions, from basic Bash agents to sophisticated skill-based systems.
01
TL;DR
Choose codeindex if…Assessing refactoring risk before touching a high-impact file
Choose learn-claude-code if…Learning to build modern AI coding agents from scratch
02
Side-by-Side Comparison
03
Features
codeindex01Blast-radius impact scoring: see which files break if one file changes
02Symbol index mapping every function/class to exact file and line number
0312+ language support: Python, JS/TS, Go, Ruby, Rust, Java, PHP, and more
04Five consumption modes: CLI, markdown report, MCP server, pre-commit hook, CLAUDE.md injection
05Interactive 2D/3D visualization UI with dependency matrix and treemap
learn-claude-code01Understand the core Agent Loop pattern
02Learn effective Tool Design for AI interaction
03Implement Explicit Planning for predictable AI behavior
04Manage context and memory with Subagent Isolation
05Inject domain expertise on-demand using Skills
04
Use Cases
codeindex↳Assessing refactoring risk before touching a high-impact file
↳Providing AI coding assistants with a symbol map for faster code navigation
↳Setting up pre-commit hooks that auto-update the dependency index on each commit
learn-claude-code↳Learning to build modern AI coding agents from scratch
↳Developing custom tools and skills for AI agents
↳Scaffolding new agent projects with varying complexity levels
05
Best For
codeindexHidden GemEssential
learn-claude-codeMost PopularTrending
FAQ
FAQ
What is the difference between codeindex and learn-claude-code?
Both codeindex and learn-claude-code are in the Code Assistant category. codeindex has 249 stars, while learn-claude-code has 63.6k stars.
Which is better, codeindex or learn-claude-code?
The best choice depends on your use case. Choose codeindex if Assessing refactoring risk before touching a high-impact file, and learn-claude-code if Learning to build modern AI coding agents from scratch.
Is codeindex free or open source?
Yes, codeindex is open source on GitHub (NOASSERTION).
Is learn-claude-code free or open source?
Yes, learn-claude-code is open source on GitHub (MIT).
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