{"id":"kromahlusenii-ops-ham","name":"ham","af_score":36.5,"security_score":15.8,"reliability_score":20.0,"what_it_does":"HAM (Hierarchical Agent Memory) is a Claude Code skill that reduces AI context/token usage by replacing a single large CLAUDE.md with smaller, directory-scoped CLAUDE.md files and local memory files (e.g., .memory/decisions.md, patterns.md). It auto-scans a project and routes the agent to read only relevant context for the directory being worked in, and provides commands for setup, updating, routing, and local dashboard/analytics.","best_when":"You use Claude Code and your repo has a large or growing root CLAUDE.md/context that is repeatedly re-read across many coding prompts.","avoid_when":"You cannot use/modify Claude Code skill files or prefer a model/tool-agnostic memory system rather than Claude Code-specific context routing.","last_evaluated":"2026-03-30T15:28:08.426339+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Skill is explicitly Claude Code-only; other coding assistants may not work","Installation involves cloning into ~/.claude/skills/ham or per-project paths; mismatched paths may prevent discovery","Commands like dashboard launch and launch.js auto-build/install dependencies on first run, which may affect automation"],"error_quality":0.0}