🎯 AI提示词库

Get thorough, actionable code reviews from AI. This prompt analyzes your code for bugs, performance issues, security vulnerabilities, and style improvements. Works with any programming language and provides specific suggestions with explanations.

Review the following code and provide detailed feedback.

**Language:** [LANGUAGE]
**Context:** [WHAT_THIS_CODE_DOES]

```
[PASTE_CODE_HERE]
```

**Review Checklist:**
1. **Bugs & Logic Errors** - Identify any incorrect logic, edge cases, or potential runtime errors
2. **Security** - Flag SQL injection, XSS, hardcoded secrets, or other vulnerabilities
3. **Performance** - Spot N+1 queries, unnecessary loops, memory leaks, or slow operations
4. **Readability** - Suggest better naming, structure, and documentation
5. **Best Practices** - Check for language-specific idioms and design patterns

For each issue found, provide:
- Severity: [Critical/Warning/Suggestion]
- Line reference
- What's wrong
- How to fix it (with code example)

End with an overall assessment and top 3 priority improvements.

Get expert debugging help for any programming language. Paste your error message and code, and get a systematic diagnosis with step-by-step fix instructions. Saves hours of Stack Overflow searching.

Help me debug the following issue.

**Language/Framework:** [LANGUAGE_AND_FRAMEWORK]
**Error Message:**
```
[PASTE_ERROR_MESSAGE]
```

**Relevant Code:**
```
[PASTE_CODE]
```

**What I expected:** [EXPECTED_BEHAVIOR]
**What actually happens:** [ACTUAL_BEHAVIOR]
**What I've tried:** [PREVIOUS_ATTEMPTS]

Please:
1. Explain what's causing the error
2. Provide the exact fix with code
3. Explain why the fix works
4. Suggest how to prevent similar issues

Build complex SQL queries through natural language descriptions. Supports JOINs, subqueries, CTEs, window functions, and aggregations. Works with PostgreSQL, MySQL, SQLite, and SQL Server syntax.

Generate a SQL query based on the following requirements.

**Database:** [POSTGRESQL/MYSQL/SQLITE/SQLSERVER]
**Tables and Schema:**
[DESCRIBE_YOUR_TABLES_OR_PASTE_CREATE_STATEMENTS]

**What I need:**
[DESCRIBE_IN_PLAIN_ENGLISH_WHAT_DATA_YOU_WANT]

**Requirements:**
- Write clean, readable SQL with proper indentation
- Use table aliases for readability
- Add comments explaining complex logic
- Optimize for performance (proper indexes, avoid SELECT *)
- Handle NULL values appropriately
- Include ORDER BY if results should be sorted

Provide the query, explain what each part does, and suggest any indexes that would improve performance.

Automatically generate clear, comprehensive API documentation from your code. Produces endpoint descriptions, request/response examples, error codes, and authentication details. Saves hours of manual documentation work.

Generate comprehensive API documentation for the following endpoint(s).

**Base URL:** [YOUR_API_BASE_URL]
**Authentication:** [API_KEY/BEARER_TOKEN/OAUTH2/NONE]

**Endpoint Details:**
[PASTE_YOUR_ROUTE_HANDLER_OR_DESCRIBE_THE_ENDPOINT]

**Documentation Format:**
For each endpoint, include:
- HTTP Method and Path
- Brief description of what it does
- Authentication requirements
- Request headers (table format)
- Request body schema with field types and descriptions
- Query parameters (if applicable)
- Response schema for success (200/201)
- Error responses (400, 401, 403, 404, 500)
- Rate limiting info
- 2-3 curl/fetch code examples

Use clear, concise language. Include realistic example values.

Thorough code review

Code review:

Bugs → Security → Performance → Architecture → Quality → Testing → Refactored Version → Summary (P1/P2/P3)

Python data analysis

Data analysis:

Overview → Cleaning (pandas) → Exploratory → Visualizations (3+ charts) → Key Insights (top 3) → Recommendations

Runnable Python with comments

Complete feature code

Build feature:

**Stack**: {Next.js/React/etc}

Generate: DB Schema → API Routes → Frontend → Types → Error Handling → Tests

Production-ready, validated, responsive, accessible

Build detailed, creative Midjourney prompts that produce stunning AI-generated images. Includes style references, lighting, composition, and technical parameters for consistent, professional results.

Create a detailed Midjourney prompt for the following concept.

**Subject:** [WHAT_TO_GENERATE]
**Style:** [PHOTOREALISTIC/ILLUSTRATION/3D_RENDER/WATERCOLOR/OIL_PAINTING/ANIME]
**Mood:** [DRAMATIC/SERENE/ENERGETIC/MYSTERIOUS/WHIMSICAL]

**Build the prompt with these elements:**
1. Subject description (specific, detailed)
2. Environment/background
3. Lighting (golden hour, studio, neon, etc.)
4. Camera angle (close-up, wide, bird's eye, etc.)
5. Color palette
6. Style references (artist or photographer style)
7. Technical parameters (--ar, --v, --style, --q)

Provide 3 prompt variations from simple to complex.

Design vivid scene descriptions for DALL-E image generation. Focuses on composition, lighting, and artistic style to produce high-quality AI art consistently.

Create a DALL-E prompt for the following scene.

**Scene:** [DESCRIBE_WHAT_YOU_WANT]
**Art Style:** [DIGITAL_ART/PHOTOGRAPH/PAINTING/CARTOON/MINIMALIST]
**Aspect:** [SQUARE/LANDSCAPE/PORTRAIT]

**Prompt Structure:**
1. Main subject with specific details
2. Action or pose
3. Setting and background elements
4. Lighting and atmosphere
5. Art style and medium
6. Color scheme

Provide 3 variations: realistic, artistic, and stylized.

Detailed Midjourney prompts

Midjourney prompts (4 variations):

[Subject] + [Environment] + [Lighting] + [Composition] + [Style] + [Parameters]

--ar 16:9 --v 6.1 --s 250

Stable Diffusion/FLUX prompts

SD/FLUX prompt:

Positive: {quality}, {subject}, {environment}, {lighting}, {style}
Negative: ugly, deformed, blurry, bad anatomy...

Settings: Steps 30-50, CFG 7-9, 1024x1024

AI video generation prompts

AI video prompt:

[Scene]: A {adj} shot of {subject} {action} in {location}. Camera {movement}. {Lighting}. {Style}.

Tips: Specify lighting, lens, director style, motion, texture

Generate well-structured, engaging blog posts on any topic. This prompt helps you create professional content with proper formatting, SEO-friendly structure, and compelling narratives. Perfect for content marketers, bloggers, and businesses looking to maintain a consistent publishing schedule.

Write a comprehensive blog post about [TOPIC]. Follow these guidelines:

**Structure:**
- Start with an engaging hook that draws readers in
- Include 3-5 main sections with clear H2 subheadings
- Add practical examples and actionable tips in each section
- End with a strong conclusion and call-to-action

**Style Requirements:**
- Write in a conversational yet authoritative tone
- Use short paragraphs (2-3 sentences max)
- Include bullet points and numbered lists for scannability
- Add transition sentences between sections

**SEO Optimization:**
- Naturally incorporate the main keyword 3-5 times
- Include related keywords and synonyms
- Write a compelling meta description (under 160 characters)
- Suggest 3-5 internal linking opportunities

**Length:** Aim for 1,200-1,800 words.
**Audience:** [TARGET_AUDIENCE]
**Tone:** [FORMAL/CASUAL/TECHNICAL]

Transform any email into a polished, professional message. Whether you need to soften a harsh tone, make a casual email more formal, or restructure a rambling message, this prompt handles it all. Ideal for professionals who want to improve their email communication.

Rewrite the following email to be more [TONE: professional/friendly/concise/persuasive].

**Original Email:**
[PASTE_EMAIL_HERE]

**Rewrite Guidelines:**
- Maintain the core message and all key information
- Improve clarity and remove unnecessary words
- Fix any grammar or spelling issues
- Use appropriate greeting and sign-off
- Keep paragraphs short and scannable
- If the email contains a request, make it clear and specific
- If it contains bad news, soften the delivery while remaining honest

**Additional Context:**
- Recipient relationship: [COLLEAGUE/CLIENT/MANAGER/VENDOR]
- Urgency level: [LOW/MEDIUM/HIGH]
- Desired outcome: [WHAT_YOU_WANT_TO_HAPPEN]

Please provide the rewritten email and a brief note explaining the key changes made.

SEO-optimized blog post

SEO blog post:

**Keyword**: {keyword}
**Word Count**: {1500-3000}

Title (60 chars) → Meta (160 chars) → Intro (HPPP) → H2 sections → Conclusion + CTA → FAQ

Avoid: 'In today's world', 'In conclusion'

Transform lengthy meeting recordings or notes into clear, actionable summaries. Captures decisions, action items, and key discussion points in a structured format.

Summarize the following meeting notes into a structured format.

**Meeting Notes:**
[PASTE_NOTES_OR_TRANSCRIPT]

**Output Format:**
## Meeting Summary
- **Date:** [DATE]
- **Attendees:** [LIST]
- **Duration:** [TIME]

## Key Decisions
- [Decision 1 with context]

## Action Items
| Owner | Task | Deadline |
|-------|------|----------|

## Discussion Highlights
- [Key point 1]

## Open Questions
- [Unresolved items for follow-up]

Keep it concise. Focus on decisions and actions, not play-by-play.

Generate professional weekly status reports from your raw notes. Highlights accomplishments, upcoming plans, and blockers in a format managers love.

Generate a weekly report from the following raw notes.

**Week of:** [DATE_RANGE]
**Team/Project:** [NAME]
**Raw Notes:**
[PASTE_YOUR_ROUGH_NOTES]

**Report Format:**

### ✅ Completed This Week
- [Achievement with measurable impact]

### 🔄 In Progress
- [Task] — [% complete, expected finish]

### 📋 Planned for Next Week
- [Priority tasks]

### 🚧 Blockers & Risks
- [Issue] — [Impact] — [Help needed]

### 📊 Key Metrics
- [Relevant numbers]

Keep bullets concise. Lead with impact, not activity.

一键生成PPT大纲

你是PPT设计顾问。

【主题】：{主题}
【受众】：{投资人/客户/团队/学生}
【页数】：{建议页数}
【风格】：{商务/科技/简约/创意}

输出格式：
第X页：{标题}
- 核心观点
- 要点1-3
- 配图建议
- 演讲备注

规则：每页≤5要点，每要点≤15字，第1页痛点+钩子，含数据页，最后CTA

Transform notes to action items

Meeting summary:

Summary → Decisions → Action Items (task|owner|deadline|priority) → Discussion → Open Questions → Next Steps

Generate a complete presentation outline with slide content, speaker notes, and visual suggestions.

You are a presentation design expert. Create a professional slide deck.

[TOPIC]: {your topic}
[AUDIENCE]: {target audience}
[SLIDES]: {10-15}
[STYLE]: {professional/creative/minimal}

For each slide:
1. Slide Title
2. Key Points (3-5 max)
3. Visual Suggestion
4. Speaker Notes
5. Transition

Rules: 6x6 rule, hook start, CTA end, data slide, Q&A slide

Professional weekly report

Weekly report:

Accomplishments (with metrics) → In Progress (% + ETA) → Blockers (issue → ask) → Next Week → Highlights

Active voice, quantify, 1-2 lines per bullet

Create scroll-stopping social media posts for any platform. Optimized for engagement with hooks, hashtags, and CTAs. Supports Twitter/X, LinkedIn, Instagram, Facebook, and TikTok formats.

Create a social media post for [PLATFORM: Twitter/LinkedIn/Instagram/Facebook/TikTok].

**Topic:** [WHAT_TO_POST_ABOUT]
**Goal:** [AWARENESS/ENGAGEMENT/TRAFFIC/SALES]
**Brand Voice:** [PROFESSIONAL/CASUAL/WITTY/INSPIRATIONAL]

**Requirements:**
- Start with a strong hook (first line must stop the scroll)
- Include a clear call-to-action
- Add relevant hashtags (3-5 for Instagram, 1-2 for LinkedIn)
- Keep within platform character limits
- Use line breaks for readability
- Include emoji strategically (not excessively)

Provide 3 variations with different angles.

Write persuasive product descriptions that convert browsers into buyers. Highlights benefits over features, addresses pain points, and includes SEO keywords. Perfect for e-commerce, SaaS, and product launches.

Write a compelling product description for the following:

**Product Name:** [NAME]
**Product Type:** [PHYSICAL/DIGITAL/SAAS/SERVICE]
**Key Features:** [LIST_3-5_FEATURES]
**Target Customer:** [WHO_BUYS_THIS]
**Price Point:** [BUDGET/MID-RANGE/PREMIUM]
**Unique Selling Point:** [WHAT_MAKES_IT_DIFFERENT]

**Writing Guidelines:**
- Lead with the biggest benefit, not a feature
- Address the customer's pain point in the first sentence
- Use sensory language for physical products
- Include social proof elements (e.g., "trusted by 10,000+ users")
- End with urgency or a clear CTA
- Keep it scannable with short paragraphs

Provide: Short version (50 words), Medium (150 words), Full (300 words).

Craft SEO-optimized meta descriptions that boost click-through rates in search results. Follows Google's best practices for length, keyword placement, and compelling CTAs.

Write an SEO meta description for the following page.

**Page Title:** [TITLE]
**Page URL:** [URL]
**Primary Keyword:** [KEYWORD]
**Page Content Summary:** [BRIEF_DESCRIPTION]

**Rules:**
- Keep between 150-160 characters
- Include the primary keyword naturally (preferably near the start)
- Add a clear value proposition
- Include a call-to-action verb (Discover, Learn, Get, Find, etc.)
- Make it compelling enough to click over competing results
- Don't use quotes or special characters that get truncated

Provide 3 options ranked by expected CTR.

小红书种草笔记

小红书笔记：

【产品】：{产品}
【类型】：{种草/测评/教程}

标题(3个) → 正文(300-500字，emoji，口语化) → 标签(15-20个) → 封面建议

High-converting landing page

Landing page:

HERO → PROBLEM → SOLUTION → HOW IT WORKS → BENEFITS → SOCIAL PROOF → FAQ → FINAL CTA

Frameworks: PAS + AIDA

5-email nurture sequence

5-email sequence:

1. Welcome/Value
2. Story/Case study
3. Overcome objection
4. Social proof
5. Final offer/urgency

Each: 3 subject lines + preview + body (150-250 words)

Transform job responsibilities into powerful, achievement-focused resume bullet points. Uses the STAR method and action verbs to quantify your impact. Essential for job seekers who want their resume to stand out in applicant tracking systems and impress hiring managers.

Convert the following job responsibilities into compelling resume bullet points.

**Job Title:** [YOUR_TITLE]
**Company:** [COMPANY_NAME]
**Raw Responsibilities:**
[LIST_YOUR_DAILY_TASKS_AND_ACHIEVEMENTS]

**Formatting Rules:**
- Start each bullet with a strong action verb (Led, Developed, Optimized, Launched, etc.)
- Include quantifiable metrics wherever possible (%, $, time saved, team size)
- Follow the format: [Action Verb] + [What You Did] + [Result/Impact]
- Keep each bullet to 1-2 lines maximum
- Prioritize achievements over duties
- Use industry-relevant keywords for ATS optimization

**Examples of strong bullets:**
- "Reduced customer onboarding time by 40% by redesigning the workflow process, impacting 500+ new users monthly"
- "Led cross-functional team of 8 to deliver $2M product launch 2 weeks ahead of schedule"

Generate 5-8 bullet points, ranked by impact.

10-slide investor pitch deck

Create 10-slide pitch:

1. Cover
2. Problem
3. Solution
4. Market Size
5. Product
6. Traction
7. Business Model
8. Competition
9. Team
10. Ask

One-page business plan

One-pager:

Mission → Problem → Solution → Market → Revenue → Metrics → Advantage → GTM → Projections → Team → Milestones → Funding

2-3 sentences each

Break down complex topics into simple, fun explanations anyone can understand. Uses analogies, everyday examples, and playful language. Great for learning, teaching, or explaining technical concepts to non-technical audiences.

Explain [TOPIC] as if I'm 5 years old.

**Rules:**
- Use simple words (no jargon)
- Compare to things a child knows (toys, food, playground, animals)
- Keep sentences short
- Make it fun and engaging
- Use "imagine..." and "it's like..." frequently
- Include a simple analogy that captures the core concept
- End with a one-sentence summary

**Topic:** [COMPLEX_TOPIC]
**Depth:** [SURFACE_LEVEL / MODERATE / SURPRISINGLY_DETAILED]

If the topic has multiple parts, explain each one separately with its own analogy.

Create comprehensive study guides from any topic or textbook chapter. Organizes key concepts, definitions, and practice questions into an effective learning format.

Create a study guide for the following topic.

**Subject:** [SUBJECT]
**Topic:** [SPECIFIC_TOPIC]
**Level:** [HIGH_SCHOOL/UNDERGRADUATE/GRADUATE]

**Include:**
1. Key concepts and definitions (bullet points)
2. Important formulas or frameworks
3. Common misconceptions to avoid
4. 5 practice questions (mix of easy/medium/hard)
5. Answer key with explanations
6. Suggested further reading

Keep explanations clear and concise. Use examples to illustrate abstract concepts.

Simple explanations

ELI5:

Simple Version → Analogy → Why It Matters → 'Actually...' Version

Use everyday analogies, no jargon, max 3 sentences per paragraph

Structured study notes

Study notes:

Key Concepts → Summary → Connections → Memory Aids → Flashcards (10) → Practice Questions → Common Mistakes

Create captivating short stories with rich characters and compelling plots. This prompt guides AI to generate fiction with proper narrative structure, vivid descriptions, and emotional depth. Great for creative writing practice, content creation, or entertainment.

Write a short story based on the following parameters:

**Genre:** [FANTASY/SCI-FI/MYSTERY/ROMANCE/HORROR/LITERARY]
**Setting:** [DESCRIBE_SETTING]
**Main Character:** [NAME_AND_BRIEF_DESCRIPTION]
**Central Conflict:** [WHAT_PROBLEM_MUST_BE_SOLVED]

**Story Requirements:**
- Begin with a hook that immediately engages the reader
- Develop the character through actions and dialogue, not exposition
- Build tension gradually toward a climax
- Include sensory details (sight, sound, smell, touch, taste)
- End with a satisfying resolution or meaningful twist
- Use "show, don't tell" throughout

**Tone:** [DARK/LIGHTHEARTED/SUSPENSEFUL/WHIMSICAL]
**Length:** Approximately [500/1000/2000] words
**Point of View:** [FIRST_PERSON/THIRD_PERSON_LIMITED/OMNISCIENT]

抖音/小红书短视频脚本

短视频脚本：

【主题】：{主题}
【平台】：{抖音/小红书/视频号}
【时长】：{15s/30s/60s}

开头钩子(3s) → 第1-N幕 → 结尾(5s)

要求：前3s制造信息差，口语化，单句≤20字

Complete video script with hook and scenes

Video script:

[TOPIC]: {topic}
[PLATFORM]: {YouTube/TikTok/IG}
[DURATION]: {60s/3min/10min}

HOOK (3s) → INTRO (15s) → SCENES → CTA (10s)

Rules: Hook <3s, pattern interrupts every 30s