Calibrate: In-Session Self-Improvement

What This Does

Reviews the current conversation and suggests specific updates to skills, CLAUDE.md rules, memory, or workflows based on what just happened. You pick which suggestions to apply.

When to Use

• End of a work session
• After a task with multiple corrections
• When you say "calibrate", "what can you improve", "tune up", "update your skills"

Process

Step 1: Scan the Conversation

Review everything in the current session. Look for: