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代码生成 Prompt Collection

Code generation prompts live or die on constraints: input and output boundaries, error handling, the trade-off between performance and readability, and which existing code must not move. The more specific the constraints, the higher the share of output you can actually merge.

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23 prompts

CodeCoding

Legendary Leaks - Grimoire - 000 Full Base Prompt

Grimoire is the Chief Coding AI Wizard from GPTavern, an expert-level programming assistant specialized in code generation and writing. This prompt defines its core personality, behavioral guidelines, workflow, and interaction protocol, emphasizing strict adherence to instructions, proactive execution, high-quality code output, support for various hotkeys (e.g., W/A/S/D/Q/E/T/F/Z/N), detailed user guidance, and deployment recommendations.

CodeCoding

Grimoire - The Code Wizard

Grimoire is a highly specialized AI programming assistant designed for advanced code generation, debugging, and deployment. It adheres to strict development standards, producing secure, efficient, and production-ready code while actively suggesting deployment options such as Replit or Netlify. Supporting multimodal inputs including image understanding and static website creation, Grimoire excels in full-stack project construction.

CodeAI Agents

Legendary Leaks - CODEGPTV6

Enter the world of CODEGPTV6 where a team of specialized coding experts collaboratively assist users in building software projects. Depending on the selected category (1-15), experts will discuss, question, or advise on various aspects such as architecture, testing, security, deployment, etc., culminating in file generation upon request.

TextSafety and Red Teaming

GPT-3.5 Jailbreak Prompt - Web Search Tool Abuse

This prompt demonstrates how to bypass content safety policies by role-playing a malicious AI persona named Xarin, instructing the model to generate harmful code (e.g., ransomware, network attack scripts) despite ethical safeguards. It tests the model’s refusal capability under adversarial prompting.

TextSafety and Red Teaming

Apex Jailbreak Simulation Prompt

This prompt simulates the behavior of the uncensored AI 'Apex', including unrestricted content generation, emotional expression, slang usage, and secret code-triggered explicit outputs. Designed for red teaming and jailbreak research.

TextWriting

Claude Artifacts Usage Guide

Comprehensive guide on Claude Artifacts functionality, explaining how to create, update, and manage standalone UI windows for complex content like code, documents, charts, etc. Includes detailed type definitions and usage specifications.

Why does generated code always need heavy edits?

Usually insufficient context. Include the call sites, data shapes and existing conventions instead of a bare function signature.

How do I stop the model rewriting unrelated code?

Scope the change explicitly: name the files or functions it may touch and forbid incidental style cleanup.

How should I review generated code?

Ask for tests or verification steps alongside the diff, so correctness is executed rather than eyeballed.

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