Self-Improve

Review the current conversation, or the project's past sessions when asked, to extract durable lessons and route each one to the right knowledge layer.

Step 1: Detect Context

Available destinations:

• Project CLAUDE.md / AGENTS.md — The root .claude/CLAUDE.md (may be a symlink to ../AGENTS.md — resolve it), plus any nested CLAUDE.md / AGENTS.md files in subdirectories. Claude Code loads a subdirectory's file on demand when files in that subtree are accessed, so a lesson scoped to one subtree belongs in the nearest enclosing file, with the root reserved for project-wide rules.
• Auto memory — The project-specific memory directory at ~/.claude/projects/<encoded project root>/memory/, where the encoding replaces both / and . with -. List the directory and read MEMORY.md if it exists.
• Skills — Project skills at skills/ or .claude/skills/ (resolve symlinks)

Discover the project CLAUDE.md/AGENTS.md files (the root file and any nested ones in subdirectories) and read them, then read MEMORY.md. When those files point at a knowledge base the repo maintains, read its index too; it is a documentation source for Step 3 rather than a routing destination. List all skill directories but do not read them yet — Step 2 needs to run first so you know what to look for.

Turbo Skill Detection

If ~/.turbo/repo/ exists, identify which installed skills are turbo skills: