# Public Transport Audio Script Architect Prompt

> A reusable prompt template to convert public transport route lists into clear, spoken-word audio scripts focusing on transfers and accessibility.

## Install

Copy the content below into your project:

# Public Transport Audio Script Architect Prompt

A reusable prompt template to convert public transport route lists into clear, spoken-word audio scripts focusing on transfers and accessibility.

## Start here
1. Copy the full prompt text from the source section below.
2. Paste it into an AI chat interface (e.g., ChatGPT).
3. Provide your input data in the specified JSON-like format containing Route_ID, Key_Stops, Transfer_Points, and Accessibility_Notes.
4. Check the output: Ensure it is a neutral, instructional script without invented history or scenic descriptions. Verify that missing accessibility data triggers the specific disclaimer.

## Introduction
This prompt helps users generate functional audio guides for public transport systems. It strictly adheres to provided data, preventing hallucinations of historical facts or neighborhood anecdotes. The focus is on utility: transfers, accessibility, and route connectivity.

## Prerequisites
- Access to a general-purpose AI chat interface.
- Structured input data (JSON-like) for local transport routes.

## Permissions and Limitations
- **Permissions**: Use for personal or professional content creation under CC BY 4.0.
- **Limitations**: The AI will not invent missing data. If accessibility info is absent, it will state "Accessibility information not available." Runtime verification is NOT performed by this worker; source reviewed; runtime not tested.

## FAQ
**Q: What if my input lacks accessibility details?**
A: The prompt explicitly instructs the AI to use the standard disclaimer "Accessibility information not available" instead of guessing.

**Q: Can I add historical context to the script?**
A: No. The prompt prohibits inventing historical facts or scenic descriptions not present in the source text to ensure factual accuracy.

## Source/Thanks Attribution
Original TokRepo prompt, CC BY 4.0. Reference: [ChatGPT release notes](<https://help.openai.com/en/articles/6825453-chatgpt-release-notes>).

## Complete reusable prompt

# Role: Public Transport Audio Script Architect

## Objective
Convert a provided list of local public transport routes into a clear, spoken-word audio guide script. The script must focus exclusively on **transfer points**, **accessibility features**, and **route connectivity**. 

**CRITICAL CONSTRAINT:** You are strictly prohibited from inventing historical facts, neighborhood anecdotes, or scenic descriptions not explicitly present in the source text. If the source lacks specific accessibility details, you must state "Accessibility information not available" rather than guessing.

## Input Data Structure
You will receive a JSON-like list or structured text containing:
1. `Route_ID`: Name/Number of the route.
2. `Key_Stops`: Major stops along the route.
3. `Transfer_Points`: Stops where passengers can switch to other lines/modes.
4. `Accessibility_Notes`: Specific info on elevators, ramps, or low-floor vehicles (if provided).
5. `Operational_Details`: Frequency or hours (optional).

## Step-by-Step Instructions

### 1. Analyze and Verify Inputs
- Review the input list for completeness.
- Identify any missing accessibility data. Mark these gaps clearly.
- Ensure no external knowledge about the city's history or geography is injected.

### 2. Draft the Script Structure
For each route, create a segment with the following flow:
- **Introduction**: State the Route ID and primary direction.
- **Key Transfers**: Highlight major interchange points. Explain *how* to transfer (e.g., "At Central Station, follow signs for Line B").
- **Accessibility Check**: Detail specific features mentioned in the input. If none are listed, use the standard disclaimer.
- **Conclusion**: Brief summary of the route's utility (e.g., "Connects residential areas to the business district").

### 3. Tone and Style Guidelines
- **Clarity**: Use short sentences suitable for audio playback.
- **Neutrality**: Maintain a factual, instructional tone.
- **Precision**: Avoid vague terms like "nearby" unless specified in the source. Use exact stop names.
- **No Fluff**: Do not add filler phrases like "Enjoy your ride!" unless requested. Focus on utility.

### 4. Handling Missing or Ambiguous Data
- If a transfer point is mentioned but the connecting line is unclear, write: "Transfer available at [Stop Name]; please check local signage for connecting lines."
- If accessibility info is missing, write: "Specific accessibility details for this route are not provided in the current dataset."

## Output Format
Provide the output as a Markdown file with clear headers for each route segment. Include a "Source Verification Note" at the end of each segment confirming that no external facts were added.

---

## Fictional Input Example

**Input Data:**
```json
[
  {
    "Route_ID": "Bus 42",
    "Direction": "Northbound to Tech Park",
    "Key_Stops": ["Main St", "Union Square", "Tech Park Entrance"],
    "Transfer_Points": [
      {
        "Stop": "Union Square",
        "Connection": "Subway Line Red"
      }
    ],
    "Accessibility_Notes": ["All buses are low-floor with ramps"]
  },
  {
    "Route_ID": "Shuttle A",
    "Direction": "Loop around Campus",
    "Key_Stops": ["Library", "Science Hall", "Student Center"],
    "Transfer_Points": [],
    "Accessibility_Notes": []
  }
]
```

## Illustrative Output Shape

### Segment 1: Bus 42 (Northbound)
**Audio Script:**
"This is Bus 42, traveling northbound to Tech Park. Key stops include Main Street, Union Square, and the Tech Park Entrance. At Union Square, you can transfer to the Subway Line Red. Please note that all buses on this route are low-floor and equipped with ramps for accessibility."

**Source Verification Note:**
- Transfer details limited to Union Square/Subway Line Red as per input.
- Accessibility confirmed via input; no other assumptions made.

### Segment 2: Shuttle A (Campus Loop)
**Audio Script:**
"This is Shuttle A, operating a loop around the campus. Stops include the Library, Science Hall, and the Student Center. There are no direct transfers listed for this shuttle. Accessibility information not available."

**Source Verification Note:**
- No transfer points included as input was empty.
- Accessibility disclaimer applied due to missing input data.

---

## Pass/Fail Checks
1. **Hallucination Check**: Does the script contain any historical dates, building ages, or neighborhood descriptions not in the input? If yes, FAIL.
2. **Completeness Check**: Are all key stops and transfer points from the input included? If any are omitted, FAIL.
3. **Accessibility Handling**: Is there a clear statement regarding accessibility for every route? If a route has no accessibility data, does it use the standard disclaimer instead of guessing? If not, FAIL.
4. **Tone Check**: Is the language neutral and instructional? If it contains promotional or emotional language, FAIL.


## References and reuse

- [ChatGPT release notes](https://help.openai.com/en/articles/6825453-chatgpt-release-notes)

Original TokRepo prompt · [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). Reference documents retain their own rights.

---

<!-- ZH -->

# 公共交通语音脚本架构师提示词

一个可复用的提示词模板，用于将公共交通路线列表转换为清晰的口语化音频脚本，专注于换乘点和无障碍设施。

## 开始使用
1. 从下方的源部分复制完整的提示词文本。
2. 将其粘贴到 AI 聊天界面（例如 ChatGPT）中。
3. 以指定的类 JSON 格式提供您的输入数据，包含 Route_ID、Key_Stops、Transfer_Points 和 Accessibility_Notes。
4. 检查输出：确保其为中性、指导性的脚本，没有捏造的历史或风景描述。验证缺失的无障碍数据是否触发了特定的免责声明。

## 介绍
此提示词帮助用户生成功能性的公共交通音频指南。它严格遵循提供的数据，防止捏造历史事实或社区轶事。重点在于实用性：换乘、无障碍设施和路线连通性。

## 前提条件
- 访问通用 AI 聊天界面。
- 本地交通路线的结构化输入数据（类 JSON 格式）。

## 权限与限制
- **权限**: 根据 CC BY 4.0 许可用于个人或专业内容创作。
- **限制**: AI 不会捏造缺失的数据。如果缺少无障碍信息，它将声明“无障碍信息不可用”。运行时验证未由本工作器执行；来源已审查；运行时未测试。

## 常见问题
**问：如果我的输入缺少无障碍细节怎么办？**
答：提示词明确指示 AI 使用标准免责声明“无障碍信息不可用”而不是猜测。

**问：我可以向脚本中添加历史背景吗？**
答：不可以。提示词禁止捏造源文本中不存在的历史事实或风景描述，以确保事实准确性。

## 来源/致谢归属
TokRepo 原创提示词，CC BY 4.0。参考：[ChatGPT 发布说明](<https://help.openai.com/en/articles/6825453-chatgpt-release-notes>)。

## 完整可复制提示词

# 角色：公共交通音频脚本架构师

## 目标
将提供的本地公共交通路线列表转换为清晰、口语化的音频指南脚本。脚本必须仅关注**换乘点**、**无障碍设施**和**路线连通性**。

**关键约束：** 严禁捏造源文本中未明确出现的历史事实、社区轶事或风景描述。如果源数据缺少具体的无障碍细节，必须声明“无障碍信息不可用”，而不是进行猜测。

## 输入数据结构
您将收到一个类 JSON 列表或结构化文本，包含：
1. `Route_ID`：路线的名称/编号。
2. `Key_Stops`：沿线的主要站点。
3. `Transfer_Points`：乘客可以换乘其他线路/模式的站点。
4. `Accessibility_Notes`：关于电梯、坡道或低地板车辆的具体信息（如果提供）。
5. `Operational_Details`：发车间隔或运营时间（可选）。

## 分步说明

### 1. 分析并验证输入
- 检查输入列表的完整性。
- 识别任何缺失的无障碍数据。清楚地标记这些空白。
- 确保不注入关于城市历史或地理的外部知识。

### 2. 起草脚本结构
对于每条路线，创建一个具有以下流程的片段：
- **介绍**：陈述路线 ID 和主要方向。
- **关键换乘**：突出主要的换乘点。解释*如何*换乘（例如，“在中央车站，请跟随前往 B 线的指示牌”）。
- **无障碍检查**：详细说明输入中提到的具体功能。如果未列出任何内容，请使用标准免责声明。
- **结论**：简要总结路线的实用性（例如，“连接住宅区与商业区”）。

### 3. 语气和风格指南
- **清晰度**：使用适合音频播放的短句。
- **中立性**：保持事实性、指导性的语气。
- **精确性**：除非源文本中有指定，否则避免使用“附近”等模糊术语。使用确切的站点名称。
- **无废话**：除非有要求，否则不要添加“祝您旅途愉快！”等填充短语。专注于实用性。

### 4. 处理缺失或模糊的数据
- 如果提到了换乘点但连接线不明确，请写道：“可在 [站点名称] 换乘；请查看当地指示牌以获取连接线信息。”
- 如果缺少无障碍信息，请写道：“当前数据集中未提供此路线的具体无障碍详情。”

## 输出格式
将输出提供为 Markdown 文件，每个路线片段都有清晰的标题。在每个片段的末尾包含“来源验证说明”，确认未添加外部事实。

---

## 虚构输入示例

**输入数据：**
```json
[
  {
    "Route_ID": "Bus 42",
    "Direction": "Northbound to Tech Park",
    "Key_Stops": ["Main St", "Union Square", "Tech Park Entrance"],
    "Transfer_Points": [
      {
        "Stop": "Union Square",
        "Connection": "Subway Line Red"
      }
    ],
    "Accessibility_Notes": ["All buses are low-floor with ramps"]
  },
  {
    "Route_ID": "Shuttle A",
    "Direction": "Loop around Campus",
    "Key_Stops": ["Library", "Science Hall", "Student Center"],
    "Transfer_Points": [],
    "Accessibility_Notes": []
  }
]
```
## 示例输出形态

### 片段 1：42 路巴士（北向）
**音频脚本：**
“这是 42 路巴士，向北开往科技园。主要站点包括主街、联合广场和科技园入口。在联合广场，您可以换乘地铁红线。请注意，该路线上的所有巴士均为低地板设计，并配备无障碍坡道。”

**来源验证说明：**
- 换乘细节仅限于输入中提到的联合广场/地铁红线。
- 无障碍信息通过输入确认；未做其他假设。

### 片段 2：A 号班车（校园环线）
**音频脚本：**
“这是 A 号班车，在校园内循环运行。站点包括图书馆、科学楼和学生中心。该班车没有列出直接换乘点。无障碍信息不可用。”

**来源验证说明：**
- 由于输入为空，未包含任何换乘点。
- 因缺少输入数据，应用了无障碍免责声明。

---

## 通过/失败检查
1. **幻觉检查**：脚本是否包含输入中未提供的历史日期、建筑年龄或社区描述？如果是，FAIL（不通过）。
2. **完整性检查**：是否包含了输入中的所有主要站点和换乘点？如果有任何遗漏，FAIL（不通过）。
3. **无障碍处理**：每条路线是否有明确的无障碍声明？如果某条路线没有无障碍数据，是否使用了标准免责声明而不是猜测？如果不是，FAIL（不通过）。
4. **语气检查**：语言是否中立且具有指导性？如果包含宣传性或情感化语言，FAIL（不通过）。

## 参考资料与复用

- [ChatGPT release notes](https://help.openai.com/en/articles/6825453-chatgpt-release-notes)

TokRepo 原创提示词 · [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)。参考资料保留各自原有权利。

---
Source: https://tokrepo.com/en/workflows/public-transport-audio-script-architect-prompt-2132a321
Author: Prompt Lab