改進提示詞
根據反饋創建新的改進版提示詞
提示詞工具 API 目前處於封閉研究預覽階段。申請加入封閉研究預覽。
開始之前
提示詞工具是一組用於生成和改進提示詞的 API。與我們的其他 API 不同,這是一個實驗性 API:您需要申請訪問權限,並且它不像其他 API 那樣對長期支持有相同程度的承諾。
這些 API 與 Anthropic Workbench 中提供的功能類似,旨在供其他提示詞工程平台和實驗環境使用。
開始使用提示詞改進工具
要使用提示詞生成 API,您需要:
- 已加入提示詞工具 API 的封閉研究預覽
- 直接使用 API,而不是 SDK
- 添加測試版標頭
prompt-tools-2025-04-02
此 API 在 SDK 中不可用
改進提示詞
Headers
Optional header to specify the beta version(s) you want to use.
To use multiple betas, use a comma separated list like beta1,beta2
or specify the header multiple times for each beta.
Body
The prompt to improve, structured as a list of message
objects.
Each message in the messages
array must:
- Contain only text-only content blocks
- Not include tool calls, images, or prompt caching blocks
As a simple text prompt:
[
{
"role": "user",
"content": [
{
"type": "text",
"text": "Concise recipe for {{food}}"
}
]
}
]
With example interactions to guide improvement:
[
{
"role": "user",
"content": [
{
"type": "text",
"text": "Concise for {{food}}.\n\nexample\mandu: Put the mandu in the air fryer at 380F for 7 minutes."
}
]
}
]
Note that only contiguous user messages with text content are allowed. Assistant prefill is permitted, but other content types will cause validation errors.
Feedback for improving the prompt.
Use this parameter to share specific guidance on what aspects of the prompt should be enhanced or modified.
Example:
{
"messages": [...],
"feedback": "Make the recipes shorter"
}
When not set, the API will improve the prompt using general prompt engineering best practices.
The existing system prompt to incorporate, if any.
{
"system": "You are a professional meal prep chef",
[...]
}
Note that while system prompts typically appear as separate parameters in standard API calls, in the improve_prompt
response, the system content will be incorporated directly into the returned user message.
The model this prompt will be used for. This optional parameter helps us understand which models our prompt tools are being used with, but it doesn't currently affect functionality.
Example:
"claude-3-7-sonnet-20250219"
1 - 256
Response
Contains the result of the prompt improvement process in a list of message
objects.
Includes a user
-role message with the improved prompt text and may optionally include an assistant
-role message with a prefill. These messages follow the standard Messages API format and can be used directly in subsequent API calls.
Currently, the system
field is always returned as an empty string (""). In future iterations, this field may contain generated system prompts.
Directions similar to what would normally be included in a system prompt are included in messages
when improving a prompt.
Usage information