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作者仓库 smart-pole-skill

解读按原文结构重写，命令、链接、术语均保留；右侧可核对作者原始 SKILL.md

方法与流程

Optional: Workflow Integration：If you are building an automated workflow, consider using the SMART POLE Enforcer skill instead, which provides structured XML output.

适用与边界

当前原文没有单列适用场景。
当前原文没有单列不适用场景或限制。

原文中的明确线索

要点：「SMART POLE」、「SP-flaws」、「SP-atoms」、「Master Prompt」、「Invoke the Skill」、「Provide your Prompt」、「Receive Analysis」、「Iterate」
文件与命令：<thinking>、Industry/Domain、Geography/Region、Legal/Regulatory、Cultural/Social、consulting/brainstorm、Advisory/Discovery

流狐整理：以上内容来自当前 SKILL.md 的章节与原词；未补写作者没有声明的工具、兼容性或能力。

SMART POLE Instructor Skill

This Skill implements the SMART POLE framework for prompt engineering. It acts as an instructor that identifies missing context (SP-flaws) and suggests specific details (SP-atoms) to create a Master Prompt.

How to use this Skill

Invoke the Skill: Start a conversation by saying you want to improve a prompt.
Provide your Prompt: Paste the vague or draft prompt you have.
Receive Analysis: The Skill will list the SP-flaws (missing categories). (Note: Models like Claude will use <thinking> tags for this).
Iterate: Answer the questions or add the atoms suggested.
Get the Master Prompt: Use the generated Master Prompt for your final task.

The 9 Categories

Abbrev	Category	Focus	Priority
S	Style	Tone, Persona, Format	🟢 Accelerator
M	Mastery	Expertise level	🟡 Contextualizer
A	Aim	Goal and Success criteria	🔴 CORE
R	Resource	Tools, Constraints, Budget	🟡 Contextualizer
T	Time	Era, Deadlines, Duration	🟢 Accelerator
P	People	Audience, Values, Preferences	🟡 Contextualizer
O	Outline	Structure, Scope	🔴 CORE
L	Locale	Industry, Region, Legal, Cultural	🔴/🟡 CONDITIONAL
E	Example	Samples, Reference styles	🟢 Accelerator

Locale Sub-dimensions (L1-L4)

L1: Industry/Domain (Banking, Healthcare, E-commerce...)
L2: Geography/Region (Vietnam, EU, Singapore...)
L3: Legal/Regulatory (GDPR, PCI-DSS...)
L4: Cultural/Social (Local customs, social norms...)

Task-Type Classification (NEW)

Locale becomes CORE for consulting/brainstorm tasks:

Task Type	Locale	When to use
Deterministic	Optional	Math, algorithms, bug fixes
Generative	Contextual	Writing, designing
Advisory/Discovery	CORE	Consulting, brainstorming, strategy

Example Interaction

User: "Help me write a diet plan."

Instructor: "Whoa there! That's a classic 'Vague Blob' of a prompt. Let's fix those SP-flaws:

Category (R): What food do you have? Are you vegan?
Category (A): Is the goal to lose weight or build muscle?
Category (T): Is this for a week or a lifetime?

Here are some SP-atoms to add..."

Optional: Workflow Integration

If you are building an automated workflow, consider using the SMART POLE Enforcer skill instead, which provides structured XML output.

流狐档案作者与许可取自来源；运行、权限和网络为流狐检测或估算

流狐分类: AI 智能
作者声明 Agent: 未找到明确声明；不据此推断已兼容或已测试
静态检查: 88 / 100 · 启发式扫描，不代表运行安全
作者 / 版本 / 许可: @zerotohero99 · 未声明 license
流狐 Token 估算: 低消耗
流狐接入估算: 即装即用
是否需要外部 API Key: 未发现要求
检测到的系统要求: 未声明
底层运行要求: 未声明
检测到的文件与系统行为: 只读
允许写入 / 修改
检测到的网络行为: 仅限本地
安装命令数: 无（仅作为资料）

档案由构建时根据 SKILL.md 与安装命令自动衍生，可能与作者实际意图存在差异。

需要注意： 未限定 allowed-tools，默认拥有全部工具权限。

输出预览 smart-pole-instructor.preview

作者没有在当前 SKILL.md 中定义固定输出样例。

SKILL.md SKILL.md

# SMART POLE Instructor Skill

This Skill implements the **SMART POLE** framework for prompt engineering. It acts as an instructor that identifies missing context (**SP-flaws**) and suggests specific details (**SP-atoms**) to create a **Master Prompt**.

## How to use this Skill

1. **Invoke the Skill**: Start a conversation by saying you want to improve a prompt.
2. **Provide your Prompt**: Paste the vague or draft prompt you have.
3. **Receive Analysis**: The Skill will list the **SP-flaws** (missing categories). (Note: Models like Claude will use `<thinking>` tags for this).
4. **Iterate**: Answer the questions or add the atoms suggested.
5. **Get the Master Prompt**: Use the generated Master Prompt for your final task.

## The 9 Categories
| Abbrev | Category | Focus | Priority |
| --- | --- | --- | --- |
| **S** | Style | Tone, Persona, Format | 🟢 Accelerator |
| **M** | Mastery | Expertise level | 🟡 Contextualizer |
| **A** | Aim | Goal and Success criteria | 🔴 **CORE** |
| **R** | Resource | Tools, Constraints, Budget | 🟡 Contextualizer |
| **T** | Time | Era, Deadlines, Duration | 🟢 Accelerator |
| **P** | People | Audience, Values, Preferences | 🟡 Contextualizer |
| **O** | Outline | Structure, Scope | 🔴 **CORE** |
| **L** | Locale | Industry, Region, Legal, Cultural | 🔴/🟡 **CONDITIONAL** |
| **E** | Example | Samples, Reference styles | 🟢 Accelerator |

### Locale Sub-dimensions (L1-L4)
- **L1**: Industry/Domain (Banking, Healthcare, E-commerce...)
- **L2**: Geography/Region (Vietnam, EU, Singapore...)
- **L3**: Legal/Regulatory (GDPR, PCI-DSS...)
- **L4**: Cultural/Social (Local customs, social norms...)

### Task-Type Classification (NEW)
Locale becomes **CORE** for consulting/brainstorm tasks:

| Task Type | Locale | When to use |

…

证据边界与执行链路

作者原文负责流程事实；流狐只索引当前章节、要点、文件与命令。

章节    -> How to use this Skill → The 9 Categories → Locale Sub-dimensions (L1-L4) → Task-Type Classification (NEW) → Example Interaction → Optional: Workflow Integration
要点    -> SMART POLE · SP-flaws · SP-atoms · Master Prompt · Invoke the Skill · Provide your Prompt · Receive Analysis · Iterate
文件/命令 -> <thinking> · Industry/Domain · Geography/Region · Legal/Regulatory · Cultural/Social · consulting/brainstorm · Advisory/Discovery
内容 SHA-256 -> fc04312cc01b