
Paste This Into Claude, Never Hit a Token Limit Again
AI News & Strategy Daily | Nate B Jones · 20:16
Breaks down why AI token limits hit so fast — 96% of tokens are reused input that compounds with every message. Presents 15 rules in 3 tiers: habits (edit instead of retry, start clean threads, carry artifacts not full conversations, specify output format), a 'Token Saver' skill for Claude Code/Codex that automates those habits, and a multi-agent framework that prevents bloat by isolating tasks. Key insight: output tokens cost double because they become input on every subsequent turn.
Alösha's take: Practical token hygiene for heavy Claude Code users — most of these map directly to how I already structure agents and worktrees, but the 'carry the answer not the argument' framing is a good mental model.










