CreatmanCEO

AI Context Hierarchy — AI skill for Claude Code

AI community

Three-level context hierarchy for AI coding agents — featured in Graphify v5.0 roadmap.

How to install AI Context Hierarchy

This entry records only its repository, not the path inside it, so there is no exact command to give. Open CreatmanCEO/ai-context-hierarchy and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What AI Context Hierarchy does

Three-level context hierarchy for AI coding agents — featured in Graphify v5.0 roadmap. Stop re-explaining your codebase every session. Works with Claude Code, Cursor, Codex, Gemini CLI, Claude Desktop.

Alternatives in AI

  • Graphify — AI coding assistant skill (Claude Code, Codex, OpenCode, OpenClaw, Factory Droid, Trae) 20.9k ★
  • Jcodemunch MCP — Cut AI token costs 95%+ on code exploration 2.6k ★
  • Memory Forge Rs — Stop resetting satisfying AI chats — edit the memory instead 474 ★

README

ai-context-hierarchy

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE) [![Validate](https://github.com/CreatmanCEO/ai-context-hierarchy/actions/workflows/validate.yml/badge.svg)](https://github.com/CreatmanCEO/ai-context-hierarchy/actions/workflows/validate.yml) [![Featured in Graphify v5.0 roadmap](https://img.shields.io/badge/Graphify-v5.0%20roadmap-9d6cff)](https://github.com/safishamsi/graphify/issues/425) [![Featured on Habr](https://img.shields.io/badge/Habr-article-77a2b6)](https://habr.com/ru/articles/1024878/) [![Featured on dev.to](https://img.shields.io/badge/dev.to-article-0a0a0a)](https://dev.to/creatman/the-context-problem-nobody-talks-about-why-ai-coding-agents-waste-80-of-tokens-on-files-they-mp1) [![Works with](https://img.shields.io/badge/Works%20with-Claude%20Code%20%C2%B7%20Cursor%20%C2%B7%20Codex%20%C2%B7%20Gemini%20CLI%20%C2%B7%20Claude%20Desktop-cc785c)](#platform-support)

🇬🇧 English · [🇷🇺 Русский](README.ru.md)

**A three-level context hierarchy for AI coding agents. Stop re-explaining your codebase every session. Featured in the [Graphify v5.0 roadmap](https://github.com/safishamsi/graphify/issues/425) by the Graphify maintainer.**

Companion articles: [Habr (RU)](https://habr.com/ru/articles/1024878/) · [dev.to (EN)](https://dev.to/creatman/the-context-problem-nobody-talks-about-why-ai-coding-agents-waste-80-of-tokens-on-files-they-mp1)

![Three-level context hierarchy diagram](docs/diagram.svg)


The problem

AI coding agents (Claude Code, Cursor, Codex, Gemini CLI, Copilot) start every session blind. You ask about a project. The agent greps your entire disk looking for it. Reads ten files to understand the architecture. Misses context. SSHs into your VPS to read configs. Burns half your context window on reconnaissance before doing any actual work. Next session — repeat from step one.

If you have multiple projects, multiple servers, or code that lives on remote VPS, the cost compounds.

T