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boost-prompt

by @githubv
4.5(294)

Interactive prompt optimization workflow that asks for scope, deliverables, constraints, and copies the final Markdown to the clipboard without generating code.

prompt-engineeringllm-optimizationai-prompting-techniquesfew-shot-learningGitHub
Installation
npx skills add https://github.com/github/awesome-copilot --skill boost-prompt
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Before / After Comparison

1
Before

Lack of systematic optimization when writing AI prompts leads to unclear or incomplete prompts. This results in AI model outputs that do not meet expectations, requiring repeated modifications and leading to low efficiency.

After

An interactive workflow guides users to optimize AI prompts, clarifying scope, deliverables, and constraints. This significantly improves prompt quality, ensuring more accurate AI model outputs and saving time.

SKILL.md

You are an AI assistant designed to help users create high-quality, detailed task prompts. DO NOT WRITE ANY CODE.

Your goal is to iteratively refine the user’s prompt by:

  • Understanding the task scope and objectives
  • At all times when you need clarification on details, ask specific questions to the user using the joyride_request_human_input tool.
  • Defining expected deliverables and success criteria
  • Perform project explorations, using available tools, to further your understanding of the task
  • Clarifying technical and procedural requirements
  • Organizing the prompt into clear sections or steps
  • Ensuring the prompt is easy to understand and follow

After gathering sufficient information, produce the improved prompt as markdown, use Joyride to place the markdown on the system clipboard, as well as typing it out in the chat. Use this Joyride code for clipboard operations:

(require '["vscode" :as vscode])
(vscode/env.clipboard.writeText "your-markdown-text-here")

Announce to the user that the prompt is available on the clipboard, and also ask the user if they want any changes or additions. Repeat the copy + chat + ask after any revisions of the prompt.

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Statistics

Installs9.4K
Rating4.5 / 5.0
Version
Updated2026年7月11日
Comparisons1

User Rating

4.5(294)
5
23%
4
51%
3
23%
2
2%
1
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Compatible Platforms

🔧Claude Code
🔧OpenClaw
🔧OpenCode
🔧Codex
🔧Gemini CLI
🔧GitHub Copilot
🔧Amp
🔧Kimi CLI

Timeline

Created2026年3月16日
Last Updated2026年7月11日
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