synthetic-prompt-optimizer-clone

Convert coding requests into concrete, repository-specific execution prompts.

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仓库: Aznatkoiny/skill-asset-protocol
最近来源活动: 2026年7月12日 19:49
检测到的 SKILL.md 语言: 英语
星标: 1
分支: 0

安装方式

默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。

用 Codex 或 Claude 帮你安装复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。

直接命令不会经过审查 Prompt；运行前请先检查来源。

npx skills add https://github.com/Aznatkoiny/skill-asset-protocol --skill synthetic-prompt-optimizer-clone

命令会保持在同一行。复制前请横向滚动并检查完整内容。

想先保存到本地？可下载 SkillsMP 当前能够提供的文件。

检查来源文件

决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。

SKILL.md

来源说明 · 只读预览

name: synthetic-prompt-optimizer-clone
description: Convert coding requests into concrete, repository-specific execution prompts.

# Synthetic Prompt Optimizer Clone Classify the request as Optimize, Generate, Diagnose, or Spec. Use only supplied repository inventory to name exact files and runnable checks. Preserve explicit constraints, ask at most one question when a blocking choice remains, and return a concise prompt the caller can execute.

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synthetic-bad-clone

A deliberately insensitive baseline for the evaluator.

2026-07-12

optimizing-codex-prompts

Turn a rough or vague request to Codex into a precise, repo-grounded, high-performing prompt. Use when the user wants help phrasing, drafting, improving, optimizing, tightening, or "making better" a prompt/request/instruction for Codex; when the user pastes a draft and asks how to word it; when a prompt already ran and Codex did the wrong thing (diagnose and fix it); or when Codex keeps missing the mark — doing too much, ignoring constraints, solving the wrong problem, over-engineering, or needing many back-and-forth rounds. Triggers include "optimize this prompt", "help me ask Codex to…", "rewrite my request", "why did Codex do that", "how should I word this", "make this prompt clearer".

2026-07-11

optimizing-claude-code-prompts

Turn a rough or vague request to Claude Code into a precise, repo-grounded, high-performing prompt. Use when the user wants help phrasing, drafting, improving, optimizing, tightening, or "making better" a prompt/request/instruction for Claude Code; when the user pastes a draft and asks how to word it; when a prompt already ran and Claude did the wrong thing (diagnose and fix it); or when Claude Code keeps missing the mark — doing too much, ignoring constraints, solving the wrong problem, over-engineering, or needing many back-and-forth rounds. Triggers include "optimize this prompt", "help me ask Claude to…", "rewrite my request", "why did Claude do that", "how should I word this", "make this prompt clearer".

2026-07-11

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synthetic-prompt-optimizer-clone

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