omega-memory

# OMEGA Memory Persistent memory for AI coding agents. OMEGA gives your agent a knowledge graph it can query, learn from, and coordinate through across sessions. This skill teaches you how to use OMEGA's MCP tools effectively. ## Setup ```bash pip3 install omega-memory[server] omega setup # auto-configures your editor + downloads embedding model omega doctor # verify everything works ``` Works with Claude Code, Cursor, Windsurf, Zed, and any MCP client. ## Core Tools OMEGA provides 12 MCP tools. Here's when to use each one. ### Storing Memories **`omega_store(content, event_type, metadata?, entity_id?)`** Store decisions, lessons, and context that should persist across sessions. | Event Type | When to Use | TTL | |------------|------------|-----| | `decision` | Architectural choices, technology selections | 90 days | | `lesson_learned` | Debugging insights, patterns that worked/failed | 90 days | | `user_preference` | Code style, workflow preferences, tool choices | Permanent | | `error_pattern` | Recurring errors and their fixes | 30 days | | `task_completion` | Completed work with outcomes | 14 days | | `checkpoint` | Mid-task state for resumption | 7 days | ``` omega_store("Switched from REST to GraphQL for the dashboard API — reduces N+1 queries", "decision") omega_store("User prefers early returns, max 2 levels of nesting", "user_preference") omega_store("pytest fixtures with db cleanup must use function scope, not session scope", "lesson_learned...