300 Powerful Claude Prompts

来源：@cyrilXBT 收藏：4,387 | 发布：2026-03-24

概述

6大类，每类50个，共300个实用Claude提示词。全部面向真实场景，非demo用途。

编码与调试 (1-50)

核心提示词

1. Code Review

Review this code as a senior engineer. Identify bugs, security vulnerabilities, performance issues, and style problems. Explain each issue and suggest a fix: [PASTE CODE]

2. Debug This Error

I am getting this error: [ERROR MESSAGE]. Here is the relevant code: [PASTE CODE]. Walk me through every possible cause and fix each one.

3. Refactor for Readability

Refactor this code to be cleaner and more readable without changing its functionality. Add comments explaining complex logic: [PASTE CODE]

4. Write Unit Tests

Write comprehensive unit tests for this function. Cover the happy path, edge cases, null inputs, and error conditions: [PASTE FUNCTION]

5. Optimize Performance

Analyze this code for performance bottlenecks. Identify the slowest parts and rewrite them to be more efficient: [PASTE CODE]

6. Convert to TypeScript

Convert this JavaScript code to TypeScript. Add proper type definitions for all variables, parameters, and return values: [PASTE CODE]

7. Explain This Code

Explain this code to me like I have never seen it before. What does it do, how does it work, and why is it written this way: [PASTE CODE]

8. Generate API Endpoint

Write a REST API endpoint in [LANGUAGE/FRAMEWORK] that [DESCRIBE WHAT IT SHOULD DO]. Include input validation, error handling, and proper HTTP status codes.

9. Database Query Optimization

This SQL query is running slowly: [PASTE QUERY]. Analyze it, explain why it is slow, and rewrite it to be faster. Suggest any indexes that would help.

10. Write Documentation

Write clear developer documentation for this function including purpose, parameters, return values, example usage, and edge cases: [PASTE FUNCTION]

11. Security Audit

Audit this code for security vulnerabilities. Check for SQL injection, XSS, authentication issues, exposed secrets, and any other risks: [PASTE CODE]

12. Build a CLI Tool

Write a command line tool in Python that [DESCRIBE FUNCTIONALITY]. Include argument parsing, error handling, help text, and a usage example.

13-50. 涵盖：Async转换、数据Schema设计、正则表达式、Web爬虫、架构审查、错误处理、Cron任务、代码翻译、Webhook处理器、速率限制、中间件、缓存策略、数据迁移、认证系统、Mock数据、分页、CI/CD流水线、微服务设计等。

AI 工作流 (51-100)

核心提示词

51. Design an AI Agent

Design an AI agent that can [DESCRIBE GOAL]. What tools does it need, what decisions should it make autonomously, what should require human approval, and how should it handle failures?

52. Build a Prompt Chain

Design a multi-step prompt chain that takes [INPUT] and produces [OUTPUT]. Break it into discrete steps, define what each step does, and explain how outputs feed into the next step.

53. Create a System Prompt

Write a system prompt for an AI assistant that works as a [DESCRIBE ROLE] for [DESCRIBE COMPANY/USE CASE]. Define its personality, capabilities, limitations, and how it should handle edge cases.

54. Evaluate Prompt Quality

Evaluate this prompt and tell me everything that is wrong with it. Then rewrite it to be more precise, consistent, and likely to produce the output I actually want: [PASTE PROMPT]

55. Design a RAG System

Design a Retrieval Augmented Generation system for [DESCRIBE USE CASE]. What data should be indexed, how should it be chunked, what embedding model should be used, and how should retrieval be structured?

56-100. 涵盖：分类Pipeline、信息提取、多Agent系统、AI评估框架、摘要Pipeline、内容审核、问答系统、数据丰富、AI写作助手、反馈循环、文档处理、个性化引擎、AI监控、Prompt模板库、人机协作系统、知识图谱、客服Agent、代码审查AI、研究助手、竞争情报、会议智能、合同分析、情感分析、线索评分、内容推荐、异常检测、翻译工作流、提案生成、风险评估、语音AI、趋势检测、合规检查、AI入职、预测维护、库存管理、财务分析、社媒监控、技术支持、价格优化、欺诈检测、AI调度、质量控制、新闻聚合、个性化学习、供应链智能等。

分析与研究 (101-150)

核心提示词

101. Deep Research Brief

Research [TOPIC] comprehensively. Cover the current state, key players, recent developments, open questions, and what experts disagree about. Structure as a research brief.

102. Competitive Analysis

Analyze [COMPANY/PRODUCT] against its top 5 competitors. Compare on [DIMENSIONS]. Identify where it leads, where it lags, and where the biggest opportunities are.

103. Market Size Estimation

Estimate the market size for [DESCRIBE MARKET]. Use a bottom-up approach, show your assumptions clearly, and give a range rather than a single number.

104. Argument Steel-Manning

Steel-man the argument that [CONTROVERSIAL POSITION]. Present the strongest possible version of this argument as its best advocate would make it. Then identify its weakest points.

105. Investment Thesis Analysis

Analyze the investment thesis for [COMPANY/ASSET]. What has to be true for this to be a good investment, what are the key risks, and what would change your view?

106. SWOT Analysis

Conduct a deep SWOT analysis for [COMPANY/PROJECT/IDEA]. Go beyond surface level observations and identify second-order implications of each factor.

107. First Principles Analysis

Break down [PROBLEM/INDUSTRY/ASSUMPTION] from first principles. What are the irreducible truths, what assumptions are people making that might be wrong, and what does this suggest?

108-150. 涵盖：历史模式分析、数据解读、风险分析、情景规划、文献综述、政策分析、技术评估、商业模式分析、因果链分析、专家综合、趋势分析、决策框架、差距分析、根因分析、利益相关者分析、假设生成、类比推理、假设映射、二阶效应、基准分析、客户研究综合、监管格局、技术路线图、心智模型应用、Pre-Mortem分析、价值链分析、网络效应、Jobs-to-Be-Done、护城河分析、人口统计、供需分析、创新分析、定价权、渠道分析、品牌分析、流失分析、合作战略、市场进入、运营分析、人才分析、平台vs产品、季节性分析、退出策略等。

自动化 (151-200)

核心提示词

151. Map a Manual Process

I do this task manually: [DESCRIBE TASK]. Map every step in detail, identify which steps could be automated, and design an automation that handles the full workflow.

152. Zapier Workflow Design

Design a Zapier workflow that automates [DESCRIBE PROCESS]. Define the trigger, all the steps in sequence, what data is passed between steps, and how errors are handled.

153. Email Automation Sequence

Design an automated email sequence for [DESCRIBE PURPOSE]. Write the copy for each email, define the triggers and timing, and explain the goal of each message.

154. Build a Data Pipeline

Design a data pipeline that takes [DESCRIBE INPUT], transforms it by [DESCRIBE TRANSFORMATIONS], and loads it into [DESCRIBE DESTINATION]. Include error handling and monitoring.

155-200. 涵盖：报告生成、线索资格Bot、社媒发布、客户入职、发票处理、监控告警、客服分流、内容发布、竞争监控、CRM自动化、合同生成、库存补货、员工入职、反馈收集、财务对账、知识库更新、会议跟进、价格监控、职位发布、合规监控、客户挽回、合作伙伴集成、绩效评估、文档审批、客户健康评分、Webhook处理、销售预测、内容审核、IT工单、订阅管理、市场研究、A/B测试、费用管理、用户生命周期、QA测试、数据质量、合作伙伴报告、客户沟通、产品分析、安全扫描、供应商管理、学习管理、社媒监听、发布管理、资助提案等。

内容创作 (201-250)

核心提示词

201. Viral Twitter Thread

Write a viral Twitter thread about [TOPIC]. Start with a scroll-stopping hook. Each tweet should deliver a standalone insight. End with a strong call to action. My audience is [DESCRIBE AUDIENCE].

202. Long Form Article

Write a 1500 word article about [TOPIC] for [DESCRIBE AUDIENCE]. Lead with a compelling hook, use subheadings, include specific examples, and end with a memorable conclusion.

203. Newsletter Issue

Write a newsletter issue on [TOPIC] for [DESCRIBE AUDIENCE]. Include an opening hook, the main insight, a practical takeaway, and a closing thought that leaves them thinking.

204. YouTube Script

Write a YouTube video script about [TOPIC]. Include a hook in the first 30 seconds, chapter markers, engaging transitions, a call to subscribe, and a strong ending that drives comments.

205-250. 涵盖：LinkedIn帖子、邮件Campaign、产品描述、案例研究、新闻稿、落地页文案、播客大纲、社媒日历、白皮书、视频广告、网络研讨会、SEO文章、销售邮件序列、个人简介、对比文章、操作指南、访谈问题、书籍摘要、观点文章、FAQ页面、入职邮件系列、年报、思想领导力、活动邀请、推荐信请求、产品发布、解释内容、社区帖子、Pitch Deck、奖项提交、研究报告摘要、产品更新、常青内容、争议观点、品牌故事、重新互动Campaign、工作坊课程、投资者更新、合作提案、推荐计划、社区准则、职位描述、资助提案、危机沟通、产品路线图、年度回顾等。

效率系统 (251-300)

核心提示词

251. Daily Planning System

Design a daily planning system for [DESCRIBE ROLE AND GOALS]. Include morning routine, time blocking, priority framework, end of day review, and how to handle interruptions and unexpected tasks.

252. Weekly Review Template

Create a weekly review template for [DESCRIBE PERSON AND GOALS]. Cover what got done, what did not, what was learned, priorities for next week, and any systems that need adjustment.

253. Goal Setting Framework

Design a goal setting framework for [DESCRIBE CONTEXT]. Cover how goals are set, how they cascade to daily actions, how progress is tracked, and how to course correct when off track.

254. Meeting Effectiveness System

Design a system for making meetings more effective for [DESCRIBE TEAM OR ORGANIZATION]. Cover when meetings should happen, how they are structured, how decisions are documented, and how follow-up is managed.

255-300. 涵盖：决策框架、邮件管理、知识管理、项目管理模板、习惯养成、深度工作、授权框架、内容创作系统、个人财务、学习系统、人脉建设、阅读笔记、晨间例行、能量管理、反馈系统、想法管理、客户管理、招聘系统、销售流程、客户成功、团队沟通、绩效管理、生产力审计、季度规划、研究与综合、产品开发、预算管理、冲突解决、创新系统、供应商选择、危机管理、培训发展、OKR系统、复盘系统、文档系统、离职流程、内容日历、合作伙伴管理、采购、风险管理、客户反馈、数据治理、品牌管理、战略规划、个人董事会、生活设计等。

使用建议

Do not try to use all 300 prompts at once.

1. 选择与当前工作最相关的类别
2. 找出5个解决最紧迫问题的提示词
3. 本周使用并根据反馈优化
4. 括号内的内容是模板，填入具体上下文
5. 越具体，Claude表现越好

每个提示词可替代30分钟到数小时的手动工作。持续使用将产生显著的复利效应。

Sources

• Bookmarks-2026-03-31-Complete (Article 5)