{"repo":"kromahlusenii-ops/ham","free":true,"listed":false,"github":"https://github.com/kromahlusenii-ops/ham","clone":"git clone https://github.com/kromahlusenii-ops/ham.git","description":"(HAM) Memory system for AI coding agents. Cut token usage by 80% by scoping context to directories.","language":"JavaScript","stars":67,"topics":["agent-memory","ai-coding-assistant","claude-code","claude-code-skills","claude-skills","agent-skills","claude-code-skill"],"license":"MIT","category":"ai-agents","readme_excerpt":"HAM — Hierarchical Agent Memory Fewer tokens. Greener AI. HAM is a memory system for AI coding agents that reduces token consumption by up to 80%. Instead of loading your entire project context on every request, HAM scopes memory to the directory you're actually working in. Less tokens. Faster agents. Lower costs. Greener AI. Claude Code only — HAM is a skill for Claude Code and only works with Claude coding agents. It is not compatible with Cursor, Copilot, Windsurf, or other AI coding tools. --- The Problem Every time your AI agent starts a session, it re-reads everything. Your full project structure. Conventions it already learned. Decisions you already made. Context that has nothing to do with the current task. A single bloated CLAUDE.md can eat 47% of your context window before the agent writes a single line of code. That's wasted tokens. Wasted money. Wasted energy. The Solution HAM replaces one massive context file with small, scoped memory files at each directory level. Your agent reads only what it needs for the directory it's touching. The agent reads 2-3 small files instead of one massive context dump. Your starting context drops from thousands of tokens to hundreds. --- Before & After Before HAM After HAM --- --- --- Context per prompt 4,000 - 12,000 tokens 800 - 2,400 tokens 50-prompt session 200K - 600K tokens 40K - 120K tokens Context window used at start Up to 47% Under 10% Token reduction — Up to 80% --- Why This Matters For Your Wallet Fewer tokens = lower A","default_branch":null,"files":null,"tree":[],"storefront":"/r/kromahlusenii-ops","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kromahlusenii-ops/ham/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}