Your coding agent buries the answer in four paragraphs. tldr makes it lead with a three-line TL;DR and fold the full detail underneath. The rule is demote, don't delete — compression moves information down the page, it never removes it.
It also fixes the expensive version of the problem: a subagent handing the orchestrator 4,000 tokens of narration where three lines would do. You pay for that twice — once to write it, once to carry it in context.
Most "be concise" prompts save tokens by deleting information, which is a bad trade during a code review or a security audit. tldr has an explicit never-compress list: destructive actions and their blast radius, security findings, anything that bills, and verbatim error text always stay above the fold.
One paste installs it in 20 agents — Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Zed, Windsurf, Cline, Aider and more. No runtime, nothing to compile, MIT.
Measured, not asserted: 16 cases x 3 trials, blind-graded against a no-skill baseline on two models. Agent-to-agent output falls 37% on Sonnet and 59% on Opus, and it scores higher on correctness, fidelity, actionability, safety and concision on both. All thirteen eval runs are published, including the four that failed.
Classified in
Comments, support and feedback
About this launch
tldr by surefirestudios Will be launched October 26th 2027.




