Reduce & Delegate Framework Skill Apply the R&D framework to optimize prompts, workflows, and context management. Purpose There are only two ways to manage context: Reduce and Delegate . This skill helps you systematically apply both strategies to any context optimization challenge. When to Use - Context window approaching limits - Agent performance degrading over conversation - Prompts growing unwieldy - Workflows consuming too many tokens - Need to scale agent work The R&D Analysis Process Step 1: Identify the Context Problem Categorize the issue: | Problem Type | Indicator | Primary Strate…