Claude Code Doesn't Remember. Here's How I Fixed That.

Claude Code is remarkably capable. It can read codebases, write code, run tests, create pull requests. But it struggles with continuity. You can resume a conversation with claude -r , but as conversations grow longer, auto-compaction drops earlier context, token costs rise, and response quality degrades. Finding an old conversation is surprisingly hard, too, since Claude Code's conversation management is minimal. The result: complex tasks that span multiple sessions tend to lose their thread. Over the past several months, I've built two patterns that changed how I work with Claude Code. The first turns multi-step tasks into structured execution plans that survive across sessions. The second gives Claude persistent knowledge about any codebase, even repos you don't own. They're simple to set up, and they compound over time. Plans that survive across sessions Real work rarely fits in a single conversation. A feature might span several files, require multiple commits, and take days. Claud