continuous-learning

To document lessons learned, record insights and patterns to a centralized knowledge file after each session. This captures decisions and best practices, building a living repository that accelerates future development and reduces repeated mistakes.

The best way to capture project conventions for onboarding is to log patterns and workflows into a shared knowledge file. This creates a living repository of project-specific knowledge that new developers can recall iteratively.

Iterative retrieval recalls past development patterns by reading recorded insights from a knowledge file at the start of new sessions. This workflow surfaces previously logged conventions and workflows to inform current tasks.

Yes, you need to maintain a specific file structure. The Skill requires recording insights to the .agent/knowledge/learned_patterns.md file to ensure consistent logging and retrieval of project knowledge.

You should record insights during a project lifecycle at session closures and project milestones. Harvesting lessons at these key points ensures that patterns and workflow improvements are captured before context is lost.