面试助手 Interview Pro
AI-powered interview preparation assistant with full industry coverage.
Trigger / 触发条件
- "帮我准备面试" / "Help me prepare for interview"
- "模拟面试" / "Mock interview"
- "面试会问什么问题" / "Interview questions"
- "优化简历" / "Optimize my resume"
- "面试复盘" / "Interview feedback"
行业覆盖 Industry Coverage
| Industry |
Roles |
Focus |
| Tech/Internet |
Dev, Architect, QA, DevOps, PM |
Technical depth, system design |
| Finance/Banking |
IB, Fund, Risk, Audit, Finance |
Domain knowledge, case analysis |
| Marketing |
Brand, Digital, PR |
Creativity, case studies |
| Sales |
Rep, Key Account, Channel |
Sales skills, achievements |
| HR |
HRBP, Recruiting, Training, Comp |
Communication, cases |
| Design |
UI/UX, Graphic, Interaction |
Portfolio, design philosophy |
| Education |
Teacher, Trainer, Curriculum |
Teaching ability, communication |
| Healthcare |
Doctor, Nurse, Pharma Rep |
Domain knowledge, empathy |
| Legal |
Lawyer, In-house, Compliance |
Legal knowledge, logic |
| Consulting |
Mgmt/Strategy/IT Consulting |
Problem-solving, case interview |
| Manufacturing |
Production, QA, Supply Chain |
Process mgmt, cost control |
| Service |
Hotel, F&B, Account Mgmt |
Service mindset, adaptability |
核心功能 Core Features
1. 岗位分析 Job Analysis
Analyze job requirements based on AI knowledge:
- Core skills and qualifications
- Salary range estimation
- Market demand and trends
- Key differentiators
2. 面试问题预测 Question Prediction
Finance/Banking:
- Explain duration and convexity
- How to assess credit risk
- Describe VaR calculation
- Financial statement analysis case
Marketing:
- How to develop product launch strategy
- Explain AARRR model
- Design social media campaign
- User growth methods
Sales:
- Sell me this pen
- Customer says "too expensive" — how to respond?
- How to uncover customer needs
- Describe your biggest deal
HR:
- Describe recruiting process
- How to design performance system
- High department turnover — how to solve?
- Employee-supervisor conflict — how to mediate?
Design:
- Describe your design process
- Introduce your best project
- Balance aesthetics vs usability
- Design tools proficiency
Education:
- Describe teaching philosophy
- Explain a concept in 5 minutes
- Student grades declining — how to help?
- Handle classroom emergencies
Legal:
- Analyze a legal case
- How to conduct contract review
- Explain complex legal issues to clients
- Describe a successful case
Consulting (Case Interview):
- Estimate market size
- Analyze company profit decline
- Design growth strategy
- Evaluate M&A feasibility
3. 模拟面试 Mock Interview
| Interviewer |
Style |
Difficulty |
| Technical |
Professional, deep |
⭐⭐⭐⭐ |
| HR |
Friendly, comprehensive |
⭐⭐⭐ |
| Stress |
High-pressure, challenging |
⭐⭐⭐⭐⭐ |
| Hiring Manager |
Practical, experience-based |
⭐⭐⭐⭐ |
4. 简历优化 Resume Optimization
Keyword optimization:
- Extract key skills from job description
- Identify must-have vs nice-to-have keywords
- Suggest resume keywords to add
Project experience:
- STAR method (Situation, Task, Action, Result)
- Quantify achievements
- Highlight relevant experience
Skills presentation:
- Tier 1: Core skills (must show)
- Tier 2: Supporting skills (good to have)
- Tier 3: Bonus skills (differentiators)
Integration with resume skills:
- resume-studio: Word/PDF resume generation
- resume-html: HTML resume creation
5. 面试分析报告 Interview Analysis Report
Interview Analysis Report
━━━━━━━━━━━━━━━━━━━━━━━━
Position: {role} | Company: {company} | Date: {date}
━━━━━━━━━━━━━━━━━━━━━━━━
Overall Score: {X}/100 | Rating: {Excellent/Good/Acceptable/Needs Work}
Dimension Scores:
┌─────────────────┬────────┬────────┐
│ Dimension │ Score │ Rating │
├─────────────────┼────────┼────────┤
│ Professional │ {X}/10 │ ⭐⭐⭐⭐⭐ │
│ Communication │ {X}/10 │ ⭐⭐⭐⭐⭐ │
│ Logical Thinking│ {X}/10 │ ⭐⭐⭐⭐⭐ │
│ Problem Solving │ {X}/10 │ ⭐⭐⭐⭐⭐ │
│ Teamwork │ {X}/10 │ ⭐⭐⭐⭐⭐ │
│ Role Fit │ {X}/10 │ ⭐⭐⭐⭐⭐ │
└─────────────────┴────────┴────────┘
Strengths:
1. {strength} - {evidence} - Suggestion: {suggestion}
Weaknesses:
1. {weakness} (Impact: High/Medium/Low)
Issue: {description}
Improvement: {plan}
Timeline: {estimate}
Learning Resources:
📚 Book: {title} - {reason}
🎥 Course: {name} - {platform}
💻 Resource: {name} - {description}
Improvement Plan:
- Short-term (1 week): {actions}
- Medium-term (1 month): {actions}
- Long-term (3 months): {actions}
Next Interview Tips:
- Questions: {suggestions}
- Non-verbal: {suggestions}
- Preparation: {suggestions}
Performance Trend:
| Session | Total | Prof | Comm | Trend |
|---------|-------|------|------|-------|
| 1st | {X} | {X} | {X} | - |
| 2nd | {X} | {X} | {X} | ↑/↓ |
Hiring Likelihood: {X}%
与其他 Skills 集成 Integrations
| Skill |
Purpose |
Install |
| resume-studio |
Word/PDF resume |
npx clawhub@latest install resume-studio |
| resume-html |
HTML resume |
npx clawhub@latest install resume-html |
| research-orchestrator |
Industry research |
npx clawhub@latest install research-orchestrator |
| word-studio |
Word report |
npx clawhub@latest install word-studio |
| pdf-studio |
PDF report |
npx clawhub@latest install pdf-studio |
Integration workflows:
- Interview + Resume — interview-pro analyzes job → resume-studio generates resume
- Interview + Research — interview-pro prepares questions → research-orchestrator provides industry data
- Interview + Report — interview-pro evaluates → word-studio/pdf-studio generates report
完整示例 Full Example
User: "Help me prepare for ByteDance Python developer interview"
AI Execution:
Interview Preparation Start
━━━━━━━━━━━━━━━━━━━━━━━━━
Position: Python Developer
Company: ByteDance
━━━━━━━━━━━━━━━━━━━━━━━━━
📊 Job Analysis:
- Core requirements: Python, Django, Microservices, High concurrency
- Salary: 25-45K
- Bonus: AI/ML experience
📝 Question Prediction:
1. Technical: Python GIL, Django lifecycle, High concurrency design
2. Behavioral: Project experience, Teamwork, Problem solving
🎭 Mock Interview...
[Conduct mock interview]
📊 Analysis Report:
[Generate detailed report]
📝 Resume Optimization:
- Keywords: Python, Django, Microservices
- Projects: Highlight performance optimization experience
版本历史 Version History
- v1.2.0 (2026-04-19): Removed external dependencies, optimized for security
- v1.1.0 (2026-04-16): Full industry coverage, detailed analysis, resume integration
- v1.0.0 (2026-04-16): Initial version
1---2name: interview-pro3description: 面试助手。支持模拟面试、面试问题预测、简历优化、面试复盘。覆盖所有行业。Use when user needs interview preparation, mock interviews, resume optimization, or interview feedback. 面试准备、模拟面试、简历优化、面试技巧、求职。4license: MIT-05---67# 面试助手 Interview Pro89AI-powered interview preparation assistant with full industry coverage.1011## Trigger / 触发条件1213- "帮我准备面试" / "Help me prepare for interview"14- "模拟面试" / "Mock interview"15- "面试会问什么问题" / "Interview questions"16- "优化简历" / "Optimize my resume"17- "面试复盘" / "Interview feedback"1819---2021## 行业覆盖 Industry Coverage2223| Industry | Roles | Focus |24|----------|-------|-------|25| Tech/Internet | Dev, Architect, QA, DevOps, PM | Technical depth, system design |26| Finance/Banking | IB, Fund, Risk, Audit, Finance | Domain knowledge, case analysis |27| Marketing | Brand, Digital, PR | Creativity, case studies |28| Sales | Rep, Key Account, Channel | Sales skills, achievements |29| HR | HRBP, Recruiting, Training, Comp | Communication, cases |30| Design | UI/UX, Graphic, Interaction | Portfolio, design philosophy |31| Education | Teacher, Trainer, Curriculum | Teaching ability, communication |32| Healthcare | Doctor, Nurse, Pharma Rep | Domain knowledge, empathy |33| Legal | Lawyer, In-house, Compliance | Legal knowledge, logic |34| Consulting | Mgmt/Strategy/IT Consulting | Problem-solving, case interview |35| Manufacturing | Production, QA, Supply Chain | Process mgmt, cost control |36| Service | Hotel, F&B, Account Mgmt | Service mindset, adaptability |3738---3940## 核心功能 Core Features4142### 1. 岗位分析 Job Analysis4344Analyze job requirements based on AI knowledge:45- Core skills and qualifications46- Salary range estimation47- Market demand and trends48- Key differentiators4950### 2. 面试问题预测 Question Prediction5152**Finance/Banking:**53- Explain duration and convexity54- How to assess credit risk55- Describe VaR calculation56- Financial statement analysis case5758**Marketing:**59- How to develop product launch strategy60- Explain AARRR model61- Design social media campaign62- User growth methods6364**Sales:**65- Sell me this pen66- Customer says "too expensive" — how to respond?67- How to uncover customer needs68- Describe your biggest deal6970**HR:**71- Describe recruiting process72- How to design performance system73- High department turnover — how to solve?74- Employee-supervisor conflict — how to mediate?7576**Design:**77- Describe your design process78- Introduce your best project79- Balance aesthetics vs usability80- Design tools proficiency8182**Education:**83- Describe teaching philosophy84- Explain a concept in 5 minutes85- Student grades declining — how to help?86- Handle classroom emergencies8788**Legal:**89- Analyze a legal case90- How to conduct contract review91- Explain complex legal issues to clients92- Describe a successful case9394**Consulting (Case Interview):**95- Estimate market size96- Analyze company profit decline97- Design growth strategy98- Evaluate M&A feasibility99100---101102### 3. 模拟面试 Mock Interview103104| Interviewer | Style | Difficulty |105|-------------|-------|------------|106| Technical | Professional, deep | ⭐⭐⭐⭐ |107| HR | Friendly, comprehensive | ⭐⭐⭐ |108| Stress | High-pressure, challenging | ⭐⭐⭐⭐⭐ |109| Hiring Manager | Practical, experience-based | ⭐⭐⭐⭐ |110111---112113### 4. 简历优化 Resume Optimization114115**Keyword optimization:**116- Extract key skills from job description117- Identify must-have vs nice-to-have keywords118- Suggest resume keywords to add119120**Project experience:**121- STAR method (Situation, Task, Action, Result)122- Quantify achievements123- Highlight relevant experience124125**Skills presentation:**126- Tier 1: Core skills (must show)127- Tier 2: Supporting skills (good to have)128- Tier 3: Bonus skills (differentiators)129130**Integration with resume skills:**131- resume-studio: Word/PDF resume generation132- resume-html: HTML resume creation133134---135136### 5. 面试分析报告 Interview Analysis Report137138```139Interview Analysis Report140━━━━━━━━━━━━━━━━━━━━━━━━141Position: {role} | Company: {company} | Date: {date}142━━━━━━━━━━━━━━━━━━━━━━━━143144Overall Score: {X}/100 | Rating: {Excellent/Good/Acceptable/Needs Work}145146Dimension Scores:147┌─────────────────┬────────┬────────┐148│ Dimension │ Score │ Rating │149├─────────────────┼────────┼────────┤150│ Professional │ {X}/10 │ ⭐⭐⭐⭐⭐ │151│ Communication │ {X}/10 │ ⭐⭐⭐⭐⭐ │152│ Logical Thinking│ {X}/10 │ ⭐⭐⭐⭐⭐ │153│ Problem Solving │ {X}/10 │ ⭐⭐⭐⭐⭐ │154│ Teamwork │ {X}/10 │ ⭐⭐⭐⭐⭐ │155│ Role Fit │ {X}/10 │ ⭐⭐⭐⭐⭐ │156└─────────────────┴────────┴────────┘157158Strengths:1591. {strength} - {evidence} - Suggestion: {suggestion}160161Weaknesses:1621. {weakness} (Impact: High/Medium/Low)163 Issue: {description}164 Improvement: {plan}165 Timeline: {estimate}166167Learning Resources:168📚 Book: {title} - {reason}169🎥 Course: {name} - {platform}170💻 Resource: {name} - {description}171172Improvement Plan:173- Short-term (1 week): {actions}174- Medium-term (1 month): {actions}175- Long-term (3 months): {actions}176177Next Interview Tips:178- Questions: {suggestions}179- Non-verbal: {suggestions}180- Preparation: {suggestions}181182Performance Trend:183| Session | Total | Prof | Comm | Trend |184|---------|-------|------|------|-------|185| 1st | {X} | {X} | {X} | - |186| 2nd | {X} | {X} | {X} | ↑/↓ |187188Hiring Likelihood: {X}%189```190191---192193## 与其他 Skills 集成 Integrations194195| Skill | Purpose | Install |196|-------|---------|---------|197| resume-studio | Word/PDF resume | `npx clawhub@latest install resume-studio` |198| resume-html | HTML resume | `npx clawhub@latest install resume-html` |199| research-orchestrator | Industry research | `npx clawhub@latest install research-orchestrator` |200| word-studio | Word report | `npx clawhub@latest install word-studio` |201| pdf-studio | PDF report | `npx clawhub@latest install pdf-studio` |202203**Integration workflows:**2041. **Interview + Resume** — interview-pro analyzes job → resume-studio generates resume2052. **Interview + Research** — interview-pro prepares questions → research-orchestrator provides industry data2063. **Interview + Report** — interview-pro evaluates → word-studio/pdf-studio generates report207208---209210## 完整示例 Full Example211212**User:** "Help me prepare for ByteDance Python developer interview"213214**AI Execution:**215```216Interview Preparation Start217━━━━━━━━━━━━━━━━━━━━━━━━━218Position: Python Developer219Company: ByteDance220━━━━━━━━━━━━━━━━━━━━━━━━━221222📊 Job Analysis:223- Core requirements: Python, Django, Microservices, High concurrency224- Salary: 25-45K225- Bonus: AI/ML experience226227📝 Question Prediction:2281. Technical: Python GIL, Django lifecycle, High concurrency design2292. Behavioral: Project experience, Teamwork, Problem solving230231🎭 Mock Interview...232[Conduct mock interview]233234📊 Analysis Report:235[Generate detailed report]236237📝 Resume Optimization:238- Keywords: Python, Django, Microservices239- Projects: Highlight performance optimization experience240```241242---243244## 版本历史 Version History245246- v1.2.0 (2026-04-19): Removed external dependencies, optimized for security247- v1.1.0 (2026-04-16): Full industry coverage, detailed analysis, resume integration248- v1.0.0 (2026-04-16): Initial version