◦ Prompt · Code

Massively Save Tokens with Handoffs

Stop losing context to /compact. This prompt has Claude Code write a proper engineering handoff before you clear, so the next session resumes with full memory of what was decided and why.

Apr 29, 2026claude codetokensoptimizationtutorial
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Give Your AI Agent a Scout — From Hard-Coded Prompts to Operator-Tunable Doctrine in One Session →

Paste this into Claude Code, Cursor, or Aider and it'll walk your agent codebase through building a scheduled scout sub-agent: a research loop that ends in a validated structured report, an evidence-first rubric with explicit hard kills, rotating hunting lanes that change what it looks for by the day, a review pipeline where a human decides and the agent never does, and — the part almost everyone skips — an instruction set that lives in editable documents your operator can retune from the UI with override, revert, version history and hot reload, instead of a Python constant nobody can reach without a deploy. Interview first, then build tier by tier. Each tier ships independently with verification.