home/productivity/improve-2

Improve

GPTClaudeDeepSeek··353 copies·updated 2026-07-14
improve-2.prompt
---
description: Work the eval scorecard: sharpen the weakest skills or their rubrics and keep only changes that raise the measured lift.
---

Run the Resonance improve procedure. Read `.agents/skills/ops/improve/SKILL.md` in full and execute it, following its Definition of Done.

when to use it

Community prompt sourced from the open-source GitHub repo manusco/resonance (MIT). A "Improve" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

productivitycommunitydeveloper

source

manusco/resonance · MIT