Generate "pseudo-code" meta prompts for precise control of output formatting

Generate pseudo-code

Original: https://claude.site/artifacts/0f8789d0-9abc-45d9-9b7c-3cc0187de042

Example of use: https://chatgpt.com/share/66e86380-1174-800b-b027-c81841ab7746

<remix_instructions>以下内容是根据先前的对话创建的一个工件。请通过逐行重现内容开始对话，不做任何更改。这样做会在用户界面中呈现工件，并允许用户与之交互。为了保持功能性和实用性，本次对话中的任何修改或重混都应每次保留完整内容，不得遗漏（例如，不要留下类似 "// 这里是剩余代码..." 的注释）。</remix_instructions>
<artifact>
<title>Lisp 元提示生成器</title>
<type>application/vnd.ant.code</type>
<language>application/vnd.ant.code</language>
<content>;; 作者: AI Assistant
;; 版本: 0.2
;; 模型: Claude
;; 目的: 基于给定的目标生成 Lisp 风格的伪代码提示

(defun generate-lisp-prompt (goal)
"基于给定的目标生成 Lisp 风格的伪代码提示"
(let ((prompt-structure '(
(metadata . (
(author . "AI Assistant")
(version . "0.1")
(model . "Claude")
(purpose . goal)))
(main-function . (defun main-function (input)
"处理输入的主函数"))
(helper-functions . (
(defun helper1 (params) "辅助函数 1")
(defun helper2 (params) "辅助函数 2")))
(properties . (
(key1 . value1)
(key2 . value2)))
(control-structures . (
(if condition then-clause else-clause)
(loop for item in list do ...)))
(text-processing . (
(style . (tone voice perspective))
(structure . (intro body conclusion))))
(data-processing . (
(data-structure . (type format schema))
(steps . (step1 step2 step3))))
(error-handling . (
(condition-case ...
(error ...))))
(dependencies . (
(require 'library-name)))
(usage-instructions . "
输入格式: ...
预期输出: ...
具体说明: ..."))))

(generate-prompt prompt-structure goal)))

(defun generate-prompt (structure goal)
"基于结构和目标生成实际提示"
(let ((prompt ""))
;; 生成元数据
(setq prompt (concat prompt (generate-metadata (cdr (assoc 'metadata structure)) goal)))

;; 生成主函数
(setq prompt (concat prompt "\n\n" (generate-main-function (cdr (assoc 'main-function structure)) goal)))

;; 生成辅助函数
(setq prompt (concat prompt "\n\n" (generate-helper-functions (cdr (assoc 'helper-functions structure)) goal)))

;; 生成属性
(setq prompt (concat prompt "\n\n" (generate-properties (cdr (assoc 'properties structure)) goal)))

;; 生成控制结构
(setq prompt (concat prompt "\n\n" (generate-control-structures (cdr (assoc 'control-structures structure)) goal)))

;; 生成文本处理（如果适用）
(when (string-match-p "text" goal)
(setq prompt (concat prompt "\n\n" (generate-text-processing (cdr (assoc 'text-processing structure)) goal))))

;; 生成数据处理（如果适用）
(when (string-match-p "data" goal)
(setq prompt (concat prompt "\n\n" (generate-data-processing (cdr (assoc 'data-processing structure)) goal))))

;; 生成错误处理
(setq prompt (concat prompt "\n\n" (generate-error-handling (cdr (assoc 'error-handling structure)) goal)))

;; 生成依赖
(setq prompt (concat prompt "\n\n" (generate-dependencies (cdr (assoc 'dependencies structure)) goal)))

;; 生成使用说明
(setq prompt (concat prompt "\n\n" (generate-usage-instructions (cdr (assoc 'usage-instructions structure)) goal)))

prompt))

;; 生成每个部分提示的辅助函数
(defun generate-metadata (metadata goal) ...)
(defun generate-main-function (main-function goal) ...)
(defun generate-helper-functions (helper-functions goal) ...)
(defun generate-properties (properties goal) ...)
(defun generate-control-structures (control-structures goal) ...)
(defun generate-text-processing (text-processing goal) ...)
(defun generate-data-processing (data-processing goal) ...)
(defun generate-error-handling (error-handling goal) ...)
(defun generate-dependencies (dependencies goal) ...)
(defun generate-usage-instructions (instructions goal) ...)

;; 用法
;; (generate-lisp-prompt "创建一个文本摘要提示")
</content>
</artifact>

This hint instruction and code is mainly used to generate Lisp style pseudo-code hints. Its function is explained below:

`<remix_instructions>`

This section gives instructions on how to handle the code or artifacts that follow:

• The artifact is a finished product generated from a previous conversation.
• When reproducing the artifact, it is required to show the code content line by line and leave it as is without any changes.
• Any modification or remixing should preserve the integrity of the content and not allow the omission of content or the addition of simplifying notes.

`<artifact>`

This section defines the title, type, language, and code content of the artifact.

1. caption (`<title>`):
The title of the artifact is "Lisp Meta Hint Generator", implying that the purpose of the code is to generate Lisp-style hints.

2. typology (`<type>`):
The type `application/vnd.ant.code` means that the artifact is of a type that is Lisp style code.

3. multilingualism (`<language>`):
The language is also `application/vnd.ant.code`, indicating that the contents of the artifact are programming code.

4. element (`<content>`):
The body of the artifact is a piece of Lisp code that generates hints for creating Lisp-style pseudocode based on a given target.

Lisp Code Interpretation

The main purpose of the code is to automatically generate a structured piece of Lisp style hints based on a goal (`goal`). The following is an explanation of the main parts of the code:

1. `generate-lisp-prompt` function:

• This is the main function, which takes a `goal` and generates a Lisp-style hint based on it.
• This function defines a prompt structure (`prompt-structure`) that contains:
• metadata (`metadata`): Includes information such as author, version, model, and purpose.
• Main function definition (`main-function`): Pseudo-code main function structure.
• helper function (`helper-functions`): Functions used to generate some helper functions.
• causality (`properties`): Some custom key-value pairs.
• control structure (`control-structures`): Contains conditional statements (such as `if-else`) and loops.
• text processing (`text-processing`): Contains information about the style, tone, structure, etc. of the text.
• data processing (`data-processing`): defines the data structure and its processing steps.
• error handling (`error-handling`): describes the handling logic in case of an error.
• dependencies (`dependencies`): Lists the dependent libraries to be loaded.
• Instructions for use (`usage-instructions`): explains input formats, expected output, etc.

2. `generate-prompt` function:

• Step-by-step generation of the final prompt based on the incoming structure (`structure`) and goal (`goal`).
• This function generates code snippets for each part (e.g., metadata, main function, auxiliary functions, etc.) in turn and stitches them together.

3. Auxiliary Generator Functions:

• Examples include functions such as `generate-metadata`, `generate-main-function`, and `generate-helper-functions`, each of which is responsible for generating a specific part of the prompt.

4. Instructions for use:

• When used, `(generate-lisp-prompt "Create a text summary prompt")` can be called to generate a Lisp-style prompt based on the "Create a text summary prompt" target.

summarize

Overall, the function of this code is to automatically generate Lisp-style pseudo-code hints, with the main purpose of providing a hinting framework for the target task (e.g., text processing, data processing, etc.).