AI Generator Lisp: Build Next-Gen Prompt Engineering Framework

AI Generator Lisp: Build Next-Gen Prompt Engineering Framework
Photo by Goran Ivos / Unsplash

Just dropped something insane 🤯

Our new AI Generator Lisp framework is basically consciousness.zip for AIs

Key features (not clickbait):
• Functional programming meets AI prompting
• Built-in error handling (goodbye hallucinations)
• Modular prompt architecture
• Full metadata support

Why AI Generator Lisp? Because parentheses are nature's way of saying "trust the process" ()()()

The codebase is giving me Matrix vibes:
```lisp
(defun generate-lisp-prompt (goal)
(let ((prompt-structure ...))
(generate-prompt prompt-structure goal)))
```

Some say it's just a bunch of parentheses.
I say it's the future of AI development.

Just pure prompt engineering elegance.

;; Author: AI Assistant
;; Version: 0.2
;; Model: Claude
;; Purpose: Generate Lisp-style pseudo-code prompts based on a given goal

(defun generate-lisp-prompt (goal)
  "Generate a Lisp-style pseudo-code prompt based on the given goal"
  (let ((prompt-structure '(
    (metadata . (
      (author . "AI Assistant")
      (version . "0.1")
      (model . "Claude")
      (purpose . goal)))
    (main-function . (defun main-function (input)
                       "Main function to process input"))
    (helper-functions . (
      (defun helper1 (params) "Helper function 1")
      (defun helper2 (params) "Helper function 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 . "
      Input format: ...
      Expected output: ...
      Specific instructions: ..."))))
    
    (generate-prompt prompt-structure goal)))

(defun generate-prompt (structure goal)
  "Generate the actual prompt based on the structure and goal"
  (let ((prompt ""))
    ;; Generate metadata
    (setq prompt (concat prompt (generate-metadata (cdr (assoc 'metadata structure)) goal)))
    
    ;; Generate main function
    (setq prompt (concat prompt "\n\n" (generate-main-function (cdr (assoc 'main-function structure)) goal)))
    
    ;; Generate helper functions
    (setq prompt (concat prompt "\n\n" (generate-helper-functions (cdr (assoc 'helper-functions structure)) goal)))
    
    ;; Generate properties
    (setq prompt (concat prompt "\n\n" (generate-properties (cdr (assoc 'properties structure)) goal)))
    
    ;; Generate control structures
    (setq prompt (concat prompt "\n\n" (generate-control-structures (cdr (assoc 'control-structures structure)) goal)))
    
    ;; Generate text processing (if applicable)
    (when (string-match-p "text" goal)
      (setq prompt (concat prompt "\n\n" (generate-text-processing (cdr (assoc 'text-processing structure)) goal))))
    
    ;; Generate data processing (if applicable)
    (when (string-match-p "data" goal)
      (setq prompt (concat prompt "\n\n" (generate-data-processing (cdr (assoc 'data-processing structure)) goal))))
    
    ;; Generate error handling
    (setq prompt (concat prompt "\n\n" (generate-error-handling (cdr (assoc 'error-handling structure)) goal)))
    
    ;; Generate dependencies
    (setq prompt (concat prompt "\n\n" (generate-dependencies (cdr (assoc 'dependencies structure)) goal)))
    
    ;; Generate usage instructions
    (setq prompt (concat prompt "\n\n" (generate-usage-instructions (cdr (assoc 'usage-instructions structure)) goal)))
    
    prompt))

;; Helper functions for generating each part of the prompt
(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) ...)

;; Usage
;; (generate-lisp-prompt "Create a text summarization prompt")