learn

To preserve project knowledge across LLM sessions, you can systematically capture insights by routing them to persistent locations like CLAUDE.md, Serena Memory, or docs/llm/ based on content criticality. This prevents knowledge loss by ensuring future sessions have access to past discoveries.

Documenting code standards and problem solving steps for LLM context involves automatically routing established patterns and resolutions to appropriate files. Critical rules go to CLAUDE.md, while detailed troubleshooting steps are saved to docs/llm/ to maintain comprehensive context.

Knowledge management routing works by analyzing user input to identify problem, discovery, or standard scenarios. It then intelligently directs the captured insights to the correct storage location, such as Serena Memory for session-level context or docs/llm/ for permanent reference.

Yes, this knowledge capture approach works without external dependencies. It relies on internal scenario-based routing to organize and store development insights natively within project files like CLAUDE.md and docs/llm/, requiring no additional packages or setup.

You need to systematically capture project knowledge instead of manual documentation when establishing new project standards or resolving complex issues like database migrations. Automated capture prevents knowledge loss and ensures consistency across all future LLM interactions.

Your LLM forgets previous problem solving steps because session context is ephemeral. By proactively capturing knowledge and routing critical rules to CLAUDE.md or Serena Memory, you ensure that past resolutions and standards persist into future sessions.