aicodeking/deepseek-stack

ds-sharpen

Restate the user's goal, make the task deeper rather than bigger, rewrite the prompt, and optionally attack the plan to find weak spots.

查看源码

使用方法

  1. 复制安装命令,在自己的智能体环境安装前先检查源码包。
  2. 从原始文档核对所需工具、凭据和支持的宿主。
  3. 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/aicodeking/deepseek-stack --skill ds-sharpen

开始前需了解

  • 安装不包含模型订阅、API 额度或访问文件的权限。
  • 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
仓库原始内容

按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。

ds-sharpen

A sharper prompt saves more tokens than any loop. Fix the ask before doing the work.

Steps

  1. Restate, in your own words, what the user wants and the problem behind it. Keep it to three sentences. If you cannot, ask one question.
  2. Deepen the task. Answer briefly:
  • What would a top professional do here that the user did not ask for?
  • What raw material would they start from, instead of a summary?
  • What methods and tools would they use?
  • What outside check, not you or the user, would show the result is right? Name a command, test, metric or source.
  1. Rewrite the prompt to ask for exactly that. Keep it no bigger in scope. Leave choices that belong to the user open and list them.
  2. Optional stress test, when the plan is risky or the user asks. Spawn two or three subagents with fresh context and give each the plan and the goal. Ask each to break it and back every finding with a run: a failing test, a probe script, or real command output. Drop findings with no run behind them.
  3. Present the restatement, the rewritten prompt, open choices, and any surviving findings with their commands and output.

Stop when

  • The user accepts or edits the rewritten prompt.
  • Or the stress test returns. Do not loop it more than once without the user.

Rules

  • Deeper, not bigger. Do not add features.
  • Do not apply fixes from the stress test. Report them.
  • A finding without output is an opinion. Leave it out.
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