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- Refactor system message structure to combine system prompt and topology info using template variables - Update token calculation process with merged system message approach - Clarify priority order for message retention during context window management - Add detailed token counting implementation using tiktoken library - Include boundary case handling for system message exceeding budget - Add SPDX license headers to tool files for proper licensing documentation