Install
$ agentstack add skill-huazihe-claude-skills-prompt-master ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo 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.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
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 →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.
- Author: huazihe
- Source: huazihe/claude-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.