A developer encountered an issue where a sub-agent, tasked with code modifications, failed to adhere to established project rules and best practices. This occurred because the sub-agent's context was limited to the immediate brief, and it did not have access to the developer's broader knowledge base, such as the MEMORY.md file. To address this, the developer proposes a new brief header format that explicitly lists key rules or 'feedbacks' by name, ensuring the sub-agent considers them before executing tasks. AI
IMPACT Developers can improve AI agent reliability by explicitly citing rules and knowledge in briefs, preventing errors and saving debugging time.
RANK_REASON This describes a practical technique for improving the performance of AI agents in a development workflow, rather than a new model release or research breakthrough.
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