save-learning

To save coding preferences across sessions, you can use natural remember-style phrasing like "always do X" or "from now on." The system detects these instructions, refines them into typed learning statements, and saves them to a persistent project file for future use.

Remembering project conventions is handled by converting your recurring instructions into typed learning bullets, such as patterns or anti-patterns. After you confirm the refined statement, the learning is added to your project and staged for the next commit.

To stop repeating workflow instructions, you can issue a durable learning command. The system captures phrases like "remember this," rewrites them into an actionable preference, and persists the rule so it is automatically applied in future sessions.

Saving project learnings does not require manual git staging. When a learning is confirmed, the system automatically adds it to the project file and stages the CALIBER_LEARNINGS.md file for your next commit.

Defining do and don't rules requires phrasing your instruction as an enduring preference. The system detects your intent, formats the rule as a convention or anti-pattern, and saves it to ensure the context is retained across time rather than followed just once.