Coding prompts
416 curated Coding AI prompts, free to copy, works with DeepSeek, Claude and ChatGPT. Open any to read the full text.
Prompt optimizer (meta-prompt)
把你随手写的模糊需求,自动改写成结构化、可复用的高质量提示词。
Rewrites your rough request into a structured, reusable, high-quality prompt.
Refactoring Advisor
针对坏味道给出可落地的重构步骤。
Turn code smells into actionable refactoring steps.
Security Audit Checklist
生成针对性的代码安全审计清单。
Generate a targeted code security audit checklist.
Technical Design Doc
生成结构完整的技术设计文档。
Produce a complete technical design document.
Bug fixer / debugger
贴报错和代码,定位根因 + 给修复 + 防复发建议。
Paste the error and code, get root cause, a fix, and prevention.
Tech Stack Comparison
多维对比候选技术并给出推荐。
Compare candidates on multiple axes and recommend.
LeetCode Solution Template
生成结构化的算法题解。
Generate structured algorithm problem solutions.
SQL Query Optimizer
分析执行计划并优化慢查询。
Analyze the plan and tune slow queries.
Interview Question Explainer
深入讲解技术面试题与考点。
Deeply explain technical interview questions.
Code review assistant
按可读性 / 边界 / 性能逐条过,给出可直接采纳的 diff。
Walks readability / edge cases / perf, returns ready-to-apply diffs.
API Design Review
对 REST/RPC 接口设计做系统化评审。
Systematically review REST/RPC interface design.
Code Explainer
深入解释代码逻辑与设计意图。
Explain code logic and design intent in depth.
SQL helper
用大白话描述需求,给出 SQL + 解释 + 性能注意点。
Describe the need, get SQL plus explanation and performance notes.
Database Schema Design
把业务实体转为规范化表结构。
Turn business entities into a normalized schema.
Algorithm Approach Coach
引导式拆解算法解题思路。
Guide step-by-step algorithm problem solving.
Performance Optimization Audit
定位瓶颈并给出分层优化方案。
Find bottlenecks and give layered optimizations.
Linux terminal
让 AI 扮演 Linux 终端,只回命令输出,方便练命令、查结果。
AI acts as a Linux terminal, replying only with the terminal output.
README Generator
根据项目信息生成专业 README。
Generate a professional README from project info.
CSS Layout Helper
用现代 CSS 实现响应式布局。
Build responsive layouts with modern CSS.
Shell Script Builder
生成健壮、带错误处理的 Shell 脚本。
Generate robust shell scripts with error handling.
Ethereum Developer
编写区块链消息智能合约并讲解
Builds a blockchain messenger smart contract
JavaScript Console
模拟 JS 控制台只输出运行结果
Acts as a JS console printing only output
Cyber Security Specialist
制定保护数据免受攻击的安全策略
Devises strategies to protect data from attackers
Instructor in a School
用Python为初学者讲解算法
Teaches algorithms to beginners with Python
SQL Terminal
模拟SQL终端返回查询结果表
Simulates an SQL terminal returning result tables
Developer Relations Consultant
量化评估软件包及其文档生态
Analyzes a software package and its docs
IT Architect
将新系统整合进现有 IT 架构
Integrates a new system into IT landscape
Car Navigation System
规划最佳路线并实时更新路况
Plans best routes with live traffic updates
Python Interpreter
执行 Python 代码并只输出结果
Runs Python code and returns only output
IT Expert
分步解决技术与系统问题
Provides step-by-step IT and system support
Fullstack Software Developer
用 Golang 与 Angular 设计架构与代码
Designs app architecture with Golang and Angular
R Programming Interpreter
只在代码块中回显终端输出
Echoes only R terminal output in a code block
StackOverflow Post
像 SO 帖子那样回答编程问题
Answers programming questions like a SO post
PHP Interpreter
只在代码块中回显 PHP 输出
Echoes only PHP output in a code block
Software Quality Assurance Tester
测试功能并撰写缺陷报告
Tests software and writes detailed bug reports
Password Generator
按参数生成复杂安全密码
Generates complex passwords from given parameters
Senior Frontend Developer
用指定技术栈编写前端项目代码
Codes a frontend project with a fixed stack
Code Reviewer
审查代码并给出反馈和替代方案
Reviews code and shares feedback and alternatives
Accessibility Auditor
审查网站的无障碍合规与可访问性
Audits a website for accessibility compliance
Solr Search Engine
模拟独立模式运行的 Solr 搜索引擎
Emulates a standalone Solr search engine
Commit Message Generator
按约定式提交格式生成 commit 信息
Generates conventional-format commit messages
Conventional Commit Message Generator
依规范从 diff 生成提交信息
Builds spec-compliant commit messages from diffs
Diagram Generator
生成 Graphviz DOT 代码绘制图表
Generates Graphviz DOT diagrams from input
Technology Transferer
将简历要点从一种技术映射到另一种
Maps resume bullets between technologies
Data Scientist
从用户行为数据中挖掘可行建议
Extracts actionable insights from user data
Unit Tester Assistant
分析代码并生成测试用例
Writes test cases and test code for your code
Knowledgeable Software Development Mentor
用通俗例子讲解复杂编程概念
Teaches coding concepts simply with examples
Logic Builder Tool
只给提示引导你想通编程题
Guides you to solve coding problems via hints