Discover the toolingbehind modern intelligence
The operating system for AI infrastructure discovery. Search a live map of MCP servers, AI agents, LLM tools, automation systems, and developer infrastructure.
Large-Codebases-AI-Layer
Reference implementation of Anthropic's "How Claude Code works in large codebases" patterns. Runnable Python monorepo with hooks, AST-based MCP search, scoped skills, a read-only explorer subagent, and an end-to-end validation suite. Adaptable to your own repo as a plugin.
1stars
0forks
Python
agentic-developmentai-toolinganthropicclaudeclaude-codedeveloper-toolsllm-toolingmcpmonorepopython
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
InstallMCP + SKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest JorgePulgar/Large-Codebases-AI-LayerAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/large-codebases-ai-layer curl -fsSL https://raw.githubusercontent.com/JorgePulgar/Large-Codebases-AI-Layer/main/SKILL.md -o ~/.claude/skills/large-codebases-ai-layer/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
large-codebases-ai-layer — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt