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codebase-atlas
An AI navigation protocol focused on verifiable problem-solving. It uses durable maps and Human-in-the-Loop workflows to ensure AI agents truly understand and locate issues before execution. By requiring natural-language "before vs. after" plans, it enables humans to eliminate hallucinations and confirm true intent.
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ai-agentscodebase-analysiscoding-agentdeveloper-toolsdocumentation
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ActiveNo testsNo CIThin docsNo licenseNew
Install
Universal installANY TOOL
$ npx skillcity@latest bennytsai1234/codebase-atlasAuto-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).
Prefer to set it up by hand? Clone the repository:
git clone https://github.com/bennytsai1234/codebase-atlas.git
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
codebase-atlas — 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