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"

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行业覆盖 Industry Coverage#

IndustryRolesFocusTech/InternetDev, Architect, QA, DevOps, PMTechnical depth, system designFinance/BankingIB, Fund, Risk, Audit, FinanceDomain knowledge, case analysisMarketingBrand, Digital, PRCreativity, case studiesSalesRep, Key Account, ChannelSales skills, achievementsHRHRBP, Recruiting, Training, CompCommunication, casesDesignUI/UX, Graphic, InteractionPortfolio, design philosophyEducationTeacher, Trainer, CurriculumTeaching ability, communicationHealthcareDoctor, Nurse, Pharma RepDomain knowledge, empathyLegalLawyer, In-house, ComplianceLegal knowledge, logicConsultingMgmt/Strategy/IT ConsultingProblem-solving, case interviewManufacturingProduction, QA, Supply ChainProcess mgmt, cost controlServiceHotel, F&B, Account MgmtService mindset, adaptability

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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

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3. 模拟面试 Mock Interview#

InterviewerStyleDifficultyTechnicalProfessional, deep⭐⭐⭐⭐HRFriendly, comprehensive⭐⭐⭐StressHigh-pressure, challenging⭐⭐⭐⭐⭐Hiring ManagerPractical, experience-based⭐⭐⭐⭐

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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

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5. 面试分析报告 Interview Analysis Report#

text

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}%

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与其他 Skills 集成 Integrations#

SkillPurposeInstallresume-studioWord/PDF resumenpx clawhub@latest install resume-studioresume-htmlHTML resumenpx clawhub@latest install resume-htmlresearch-orchestratorIndustry researchnpx clawhub@latest install research-orchestratorword-studioWord reportnpx clawhub@latest install word-studiopdf-studioPDF reportnpx clawhub@latest install pdf-studio

Integration workflows:

1. Interview + Resume — interview-pro analyzes job → resume-studio generates resume
2. Interview + Research — interview-pro prepares questions → research-orchestrator provides industry data
3. Interview + Report — interview-pro evaluates → word-studio/pdf-studio generates report

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完整示例 Full Example#

User: "Help me prepare for ByteDance Python developer interview"

AI Execution:

text

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

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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