rotative
the decoder · July 2, 2026

Claude Code's prompt got 80% shorter — why less is more for Fable 5

anthropic reduced claude code's system prompt by 80% after finding that fable 5 models prefer fewer instructions and examples. this shifts how developers optimize ai models for better performance.

read in 简体中文 · 繁體中文 · 日本語 · 한국어

anthropic has reduced claude code's system prompt by 80%, discovering that its fable 5 models perform better with less rigid instruction. engineer tariq shihipar notes that adding examples now tends to constrain the model's imagination rather than guide it, marking a reversal from previous engineering trends. the company now prioritizes context-based steering over explicit 'do not do this' constraints. this suggests that as models scale, their interaction patterns must fundamentally change to maximize utility.

read at source ↗

← rotative