@parm.ai: Most people think a bigger context window means Claude gets smarter. It doesn't — it just means more room for noise before Claude has to start sorting through it. I've been running a 4-prompt looping system with Sonnet 5 that keeps every session lean, sharp, and (accidentally) way cheaper on tokens. Instead of pasting your entire history into one giant thread and watching quality decay as the context fills up, you break the work into stages: → Compress — feed Claude only what matters for this stage, nothing else → Execute — let it run the stage fully and autonomously, no hand-holding → Checkpoint — Claude writes a tight brief (under 200 words) of what it did and what's next → Loop — start fresh with just that brief, not the full history Repeat. Each loop starts clean, so Claude thinks as clearly on stage 12 as it did on stage 1. No degradation, no wasted tokens, no burning through a 1M context window in ten minutes. The unlock is Sonnet 5's agentic execution paired with lean context. It runs stages without stopping to ask questions — but that only works if each stage starts clean. This workflow is what makes that possible. Save this and run it on your next long, complex task. Let me know how it goes 👇 #ClaudeAI #Sonnet5 #PromptEngineering #AIWorkflow #ContextWindow

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Thursday 02 July 2026 11:33:52 GMT