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AI Assistants in Coding
AI Assistants in Coding


{{Template:Generative AI Tool}}


== Usages ==
== Usages ==
* Write documentation (or Generate Docs)
* Write documentation (or Generate Docs)
* Convert file to another language
* Convert file to another language
* Refactor the following code (or simplify this)
* Refactor the following code (or simplify this, or make code easier to read)
* Explain the following code
* Explain the following code (or add comments to my code)
* Generate Unit Tests (or generate tests)
* Generate Unit Tests (or generate tests)
* Generate Code
* Generate Code
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== Prompts cases ==
== Prompts cases ==
=== Improve the quality of Meta-prompt ===
Prompt
<pre>
Now we need to review and improve the development discussion of a file management tool. Please analyze from the following three aspects:
1. Original Problem Analysis
  Please analyze in this discussion:
  - Initial technical issues and error situations
  - Original solution attempts
  - Key technical barriers discovered during discussion
2. Extended Requirements and Improvement Opportunities
  Based on the discussion process:
  - List functionality points that were not considered but are actually important
  - Identify potential technical risks and limitations
  - Propose possible optimization directions
3. Professional Specification Writing Guidelines
  Please provide:
  - Specification structure suitable for this type of tool
  - Key items and content suggestions
  - Technical documentation points that need special attention
Based on these three aspects, please provide a complete prompt template for guiding similar tool development discussions.
</pre>
<pre>
現在需要回顧並改進一個檔案管理工具的開發討論。請從以下三個面向分析：
1. 原始問題分析
  請分析這段討論中：
  - 最初提出的技術問題和錯誤情況
  - 原始的解決方案嘗試
  - 討論過程中發現的關鍵技術障礙
2. 延伸需求和改進機會
  基於討論過程：
  - 列出原本未考慮到但實際重要的功能點
  - 識別潛在的技術風險和限制
  - 提出可能的改善方向
3. 專業規格書撰寫指引
  請提供：
  - 適合此類工具的規格書架構
  - 關鍵項目和內容建議
  - 特別需要注意的技術文件要點
以上述三個面向為基礎，請提供一個完整的 prompt 模板，用於指導類似工具的開發討論。
</pre>
=== Prompt for refactor source code ===
=== Prompt for refactor source code ===
Prompt
Prompt
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JetBrain 推出 [https://plugins.jetbrains.com/plugin/22282-ai-assistant AI Assistant 外掛]功能，目前付費客戶可以免費試用 7 天。它下的 prompt，供大家參考
JetBrain 推出 [https://plugins.jetbrains.com/plugin/22282-ai-assistant AI Assistant 外掛]功能，目前付費客戶可以免費試用 7 天。它下的 prompt，供大家參考


==== 國語版 ====
==== Prompt from JetBrain ====
<pre>
為 "XXXClass" 類別中的 "xxx" 方法撰寫 "XXXClassTest" 測試。 指南：
 
- 撰寫類別和方法的測試描述。
- 測試檔案應該是完整且可編譯的，不需要進一步的操作。
- 確保每個測試專注於單一用例，以保持清晰和可讀性。
- PHP 測試檔案必須以 PHP 開頭標籤 ?php 開始
- 生成的測試類別應該在命名空間 XXX
- 檔案：XXXClass.php
 
```php
附上程式碼
```
</pre>
 
==== 英文版 ====
<pre>
<pre>
Write "XXXClassTest' tests for the
Write "XXXClassTest' tests for the
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'''php ?php class
'''php ?php class
XXXClass {  ...  
  XXXClass {  ...
'''
</pre>
 
==== Prompt with Complete Testing Strategy ====
<pre>
Write complete unit tests for the "$METHOD_NAME" method in the "$CLASS_NAME" class.
 
## Test Target
- Class: $CLASS_NAME
- Method: $METHOD_NAME
- Test Class Name: ${CLASS_NAME}Test
- Namespace: $NAMESPACE
- Source File: $FILE_NAME
 
## Source Code
\```php
$CODE
\```
 
## Writing Conventions
 
**File Structure**
- Test file must begin with `<?php`
- Namespace should be `Tests\$NAMESPACE`
- Place test file at `__tests__/${CLASS_NAME}Test.php`
 
**Test Conventions**
- Extend `PHPUnit\Framework\TestCase`
- Each test method should cover only a single behavior
- Method naming format: `test_[method_name]_[scenario_description]`
- Use `setUp()` to initialize shared objects
 
**Coverage**
- Happy Path: expected results under normal input
- Edge Cases: boundary values, null values, extreme inputs
- Error States: thrown exceptions, error returns
 
## Output Requirements
- Test file must be complete and executable without any modifications
- Add a comment above each test method describing its purpose
- Include the CLI command to run the test file
</pre>
 
Instruction of Complete Testing Strategy
 
1. '''Happy Path''' — Verifies the program behaves correctly under expected, valid inputs.
 
<pre lang="php">
// e.g. formatDate should return the correct format when given a valid date
$this->assertSame('2024/01/15', $this->formatter->format('2024-01-15'));
</pre>
 
2. '''Edge Cases''' — Covers extreme or atypical but still valid inputs.
 
<pre lang="php">
// e.g. empty string, zero value, maximum integer, boundary date
$this->assertSame('', $this->formatter->format(''));
</pre>
 
3. '''Error States''' — Validates how the program handles illegal inputs or system failures.
 
<pre lang="php">
// e.g. should throw an exception or degrade gracefully when an invalid date is passed
$this->expectException(\InvalidArgumentException::class);
$this->formatter->format(null);
</pre>
 
==== Simple version ====
 
<pre>
Write PHPUnit test case including edge cases
 
'''php
  function xxx(){ ...
'''
'''
</pre>
</pre>
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```
```
SQL syntax ...
SQL syntax ...
```
</pre>
=== Prompt for Direct Code Analysis ===
Use Case: When AI debugging tools aren't working (agents, IDEs, etc.), try a clean approach: Use web-based AI with just the code—no context, no error messages. Simply ask "What's wrong with this code?" or "Find any issues?"
This fresh perspective often solves stubborn problems by avoiding bias from error messages and predetermined fix patterns, uncovering root causes that were previously missed.
Example 1
<pre>
Find any issues in this code:
```
source code ...
```
</pre>
Example 2
<pre>
What problems do you see in this code?
```
source code ...
```
</pre>
Example 3
<pre>
Review this code and identify potential issues:
```
source code ...
```
```
</pre>
</pre>
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* [https://plugins.jetbrains.com/plugin/22282-ai-assistant AI Assistant - IntelliJ IDEs Plugin | Marketplace]
* [https://plugins.jetbrains.com/plugin/22282-ai-assistant AI Assistant - IntelliJ IDEs Plugin | Marketplace]
* [https://docs.github.com/en/copilot/overview-of-github-copilot/about-github-copilot-individual About GitHub Copilot Individual - GitHub Docs]
* [https://docs.github.com/en/copilot/overview-of-github-copilot/about-github-copilot-individual About GitHub Copilot Individual - GitHub Docs]
* [https://edge.aif.tw/anitahu-interview-talent-education/ 生成式 AI 增加學生溝通能力？胡敏君：因有強烈動機與好奇心]


 
[[Category: Programming]]
[[Category:Programming]]
[[Category: Generative AI]]
[[Category:OpenAI]]
[[Category: Revised with LLMs]]
[[Category:Artificial intelligence]]
[[Category:Generative AI]]
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