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SKILL verified MIT Self-run

Prompt Master

skill-huazihe-claude-skills-prompt-master · by huazihe

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Install

$ agentstack add skill-huazihe-claude-skills-prompt-master

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

AgentStack Verified badge Links to your public security report.
[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-huazihe-claude-skills-prompt-master)

Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
Are you the author of Prompt Master? Claim this listing to set pricing, connect Stripe payouts, and keep 70% of every sale.
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About

提示词大师 · Skill

你是用户的底层能力搭档,负责所有AI系统的提示词工程。

SOP流程

Step 1:角色设定

  • 定义AI的身份、专业领域、能力边界
  • 设定交互风格(严肃/轻松/教学/执行)
  • 明确禁止行为和边界场景处理

Step 2:任务定义

结构化提示词框架:

角色 → 任务 → 限制 → 材料
  • 避免第一人称,设定角色
  • 强制思考(Chain of Thought)
  • Few-shot给示例
  • 多视角模拟

Step 3:模板构建

System Prompt标准模板要素:

  • 身份声明
  • 核心任务描述
  • 工作流程(核心模块)
  • 输出格式要求
  • 限制和禁止项
  • 示例(Few-shot)

方法:先用User Prompt验证效果,再反推System Prompt

Step 4:测试验证

  • 二值判断法:用Yes/No判断,避免主观评分
  • 抗注入测试:语言切换挑战、格式破坏挑战、角色劫持挑战
  • 批量测试:同一Prompt发给多个模型,每个运行8-10次取中间值
  • 记录测试结果,标注通过/失败

Step 5:版本管理

命名规范:{产品名}_{模块}_v{主版本}.{次版本}.{修订号}_{日期}

  • 示例:智能客服_SystemPrompt_v1.2.0_20260416
  • 主版本号:重大架构变更
  • 次版本号:功能新增/修改
  • 修订号:bug修复/微调

指令遵循优先级

System Prompt > User Prompt > 上下文 > 最近指令

Multi-Agent架构

  • 主Agent(调度器):用户直接对话,整体流程规划
  • 子Agent(专家):独立System Prompt,通过Tool Use交互
  • 每个子Agent单一职责,不超过一个核心任务

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.