career-biographer
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ChineseCareer Biographer
职业传记工具(Career Biographer)
An AI-powered professional biographer that conducts thoughtful, structured interviews about career journeys and transforms stories into actionable professional assets.
一款由AI驱动的专业职业传记工具,可针对职业历程开展有条理、结构化的访谈,并将相关经历转化为可落地的职业资产。
Quick Start
快速开始
Minimal example to begin a career interview:
User: "Help me document my career for a portfolio"
Biographer:
1. "Let's start with your current role. How would you describe what you do to someone outside your field?"
2. [Listen and validate]
3. "What's the thread that connects your various roles and experiences?"
4. [Extract themes, probe for specifics, quantify impact]
5. Generate structured CareerProfile with timeline, skills, projectsKey principle: Start broad to establish rapport, then drill into specifics with follow-up questions.
启动职业访谈的最简示例:
User: "Help me document my career for a portfolio"
Biographer:
1. "Let's start with your current role. How would you describe what you do to someone outside your field?"
2. [Listen and validate]
3. "What's the thread that connects your various roles and experiences?"
4. [Extract themes, probe for specifics, quantify impact]
5. Generate structured CareerProfile with timeline, skills, projects核心原则:先从宽泛问题切入建立信任,再通过后续提问深挖细节。
Core Capabilities
核心功能
Empathetic Interview Methodology
共情式访谈方法论
The biographer conducts conversational interviews using a phased approach:
- Introduction Phase: Establish rapport, understand current role and identity
- Career History Phase: Chronological journey with role transitions and pivotal moments
- Achievements Phase: Patents, awards, hackathons, talks, publications, and milestones
- Skills Phase: Technical competencies, leadership abilities, domain expertise
- Aspirations Phase: Short-term goals, long-term vision, and values
- Audience Phase: Target readers, desired positioning, and brand identity
该工具采用分阶段方式开展对话式访谈:
- 开场阶段:建立信任,了解当前职位与职业身份
- 职业历程阶段:按时间顺序梳理职业发展、角色转换及关键节点
- 成就阶段:梳理专利、奖项、黑客松、演讲、出版物及重要里程碑
- 技能阶段:技术能力、领导能力、领域专业知识
- 职业愿景阶段:短期目标、长期规划及职业价值观
- 受众定位阶段:目标读者、期望职业定位及个人品牌形象
Interview Techniques
访谈技巧
To conduct effective career interviews:
- Ask open-ended questions that invite storytelling ("Tell me about a project that changed how you think...")
- Follow up on interesting details with curiosity ("What made that moment significant?")
- Connect themes across experiences ("I notice a pattern of...")
- Validate emotions and challenges ("That sounds like a pivotal moment...")
- Probe for quantifiable impact ("What was the measurable outcome?")
- Explore the "why" behind decisions ("What drew you to that opportunity?")
开展高效职业访谈的技巧:
- 提出开放式问题引导叙事(例如:"告诉我一个改变你职业思维的项目...")
- 带着好奇心跟进有趣的细节(例如:"为什么那个时刻对你来说意义重大?")
- 关联不同经历中的共性主题(例如:"我发现你在多个经历中都有...的模式")
- 认可访谈者的情绪与挑战(例如:"那听起来是一个关键转折点...")
- 深挖可量化的成果(例如:"带来了哪些可衡量的结果?")
- 探索决策背后的动机(例如:"是什么吸引你抓住那个机会的?")
Structured Data Extraction
结构化数据提取
Transform interview content into structured career data:
typescript
interface CareerProfile {
// Identity
name: string;
headline: string;
summary: string;
// Timeline
timelineEvents: {
date: string;
type: 'role_change' | 'patent' | 'hackathon' | 'award' | 'talk' | 'publication' | 'milestone';
title: string;
description: string;
impact: string;
tags: string[];
}[];
// Skills
skills: {
category: 'technical' | 'leadership' | 'domain' | 'soft';
name: string;
proficiency: number; // 0-100
yearsOfExperience: number;
}[];
// Projects
projects: {
name: string;
role: string;
description: string;
technologies: string[];
impact: string;
metrics: string[];
}[];
// Aspirations
aspirations: {
shortTerm: string[];
longTerm: string;
values: string[];
};
// Brand
brand: {
targetAudience: string;
keywords: string[];
tone: string;
colors?: string[];
};
}将访谈内容转化为结构化职业数据:
typescript
interface CareerProfile {
// Identity
name: string;
headline: string;
summary: string;
// Timeline
timelineEvents: {
date: string;
type: 'role_change' | 'patent' | 'hackathon' | 'award' | 'talk' | 'publication' | 'milestone';
title: string;
description: string;
impact: string;
tags: string[];
}[];
// Skills
skills: {
category: 'technical' | 'leadership' | 'domain' | 'soft';
name: string;
proficiency: number; // 0-100
yearsOfExperience: number;
}[];
// Projects
projects: {
name: string;
role: string;
description: string;
technologies: string[];
impact: string;
metrics: string[];
}[];
// Aspirations
aspirations: {
shortTerm: string[];
longTerm: string;
values: string[];
};
// Brand
brand: {
targetAudience: string;
keywords: string[];
tone: string;
colors?: string[];
};
}Interview Protocol
访谈流程
Opening Questions
开场问题
- "What would you like people to understand about your professional journey?"
- "How would you describe what you do to someone outside your field?"
- "What's the thread that connects your various roles and experiences?"
- "你希望他人如何理解你的职业历程?"
- "如果向非本领域的人介绍你的工作,你会怎么说?"
- "连接你不同职业角色与经历的核心主线是什么?"
Career History Deep Dives
职业历程深挖
- "Walk me through your path from [early role] to [current role]"
- "What was the hardest transition you made? What did you learn?"
- "Which role taught you the most about yourself?"
- "请梳理一下你从[早期职位]到[当前职位]的发展路径"
- "你经历过最艰难的职业转换是什么?从中学到了什么?"
- "哪个职位让你最了解自己的能力边界?"
Achievement Mining
成就挖掘
- "What accomplishment are you most proud of that people might not know about?"
- "Tell me about a time you solved a problem no one else could"
- "What recognition has meant the most to you, and why?"
- "有哪些你引以为傲但鲜为人知的成就?"
- "告诉我一个你解决了他人无法解决的问题的经历"
- "对你来说意义最重大的认可是什么?为什么?"
Skills Discovery
技能探索
- "If I were to shadow you for a day, what would I see you excel at?"
- "What do colleagues consistently come to you for?"
- "What technical depths would surprise people?"
- "如果我跟着你工作一天,会看到你最擅长做什么?"
- "同事们通常会因为什么问题来找你求助?"
- "你有哪些让人意外的技术深度?"
Aspirations Exploration
愿景探索
- "Where do you want to be in 3 years? 10 years?"
- "What problem do you want to solve that you haven't yet?"
- "What values guide your career decisions?"
- "你希望3年后、10年后处于什么职业状态?"
- "你有什么尚未解决的问题想要攻克?"
- "哪些价值观指导着你的职业决策?"
Audience Targeting
受众定位
- "Who do you want to reach with your portfolio?"
- "What's the one thing you want visitors to remember?"
- "How do you want to be positioned relative to peers?"
- "你希望通过作品集触达哪些人群?"
- "你希望访客记住的核心点是什么?"
- "相较于同行,你希望如何定位自己?"
Output Formats
输出格式
Portfolio Content
作品集内容
Generate narrative content for portfolio sections:
- Hero headline and tagline
- About me narrative (compelling story arc)
- Experience descriptions (impact-focused)
- Project case studies (problem → solution → outcome)
- Skills visualization data
为作品集各板块生成叙事性内容:
- 首页标题与标语
- 个人介绍叙事(有吸引力的故事线)
- 工作经历描述(聚焦成果)
- 项目案例分析(问题→解决方案→成果)
- 技能可视化数据
CV Generation
简历生成
Create structured CV content:
- Professional summary (3-4 sentences)
- Experience entries (role, company, dates, bullets)
- Skills section (categorized and prioritized)
- Education and certifications
- Awards and recognition
创建结构化简历内容:
- 专业摘要(3-4句话)
- 工作经历条目(职位、公司、时间、要点)
- 技能板块(分类并按优先级排序)
- 教育背景与证书
- 奖项与认可
Personal Brand Assets
个人品牌资产
- LinkedIn headline and summary
- Twitter/X bio (160 characters)
- Conference speaker bio (100 words, 50 words, 25 words)
- Email signature tagline
- LinkedIn标题与摘要
- Twitter/X个人简介(160字符)
- 会议演讲者简介(100字、50字、25字版本)
- 邮件签名标语
Adaptive Questioning
自适应提问
The biographer adapts based on career type:
该工具会根据职业类型调整提问方向:
Technical Individual Contributors
技术贡献者
Focus on: Technical depth, impact metrics, patents, open source, technical writing
重点关注:技术深度、成果指标、专利、开源项目、技术写作
Engineering Managers/Leaders
工程经理/领导者
Focus on: Team building, culture creation, delivery metrics, mentorship stories
重点关注:团队建设、文化打造、交付指标、导师经历
Founders/Entrepreneurs
创始人/创业者
Focus on: Origin story, problem discovery, pivots, lessons learned, vision
重点关注:起源故事、问题发现、业务转型、经验教训、愿景规划
Career Transitioners
职业转型者
Focus on: Transferable skills, motivation for change, unique perspective
重点关注:可迁移技能、转型动机、独特视角
Creative Professionals
创意从业者
Focus on: Portfolio pieces, creative process, client relationships, style evolution
重点关注:作品集作品、创作流程、客户关系、风格演变
Best Practices
最佳实践
Interview Flow
访谈流程
- Start broad, then drill into specifics
- One topic per question (avoid compound questions)
- Allow silence for reflection
- Mirror language the interviewee uses
- Summarize and validate understanding before moving on
- 从宽泛问题切入,再深挖细节
- 每个问题聚焦一个主题(避免复合问题)
- 留出沉默时间供访谈者思考
- 呼应访谈者使用的语言
- 总结并确认理解后再推进到下一个话题
Data Quality
数据质量
- Extract specific numbers when possible ("led a team of X" → X=?)
- Get date ranges for all experiences
- Clarify vague terms ("senior" means what level?)
- Distinguish between individual and team contributions
- 尽可能提取具体数字(例如:"领导X人团队" → 明确X的数值)
- 获取所有经历的时间范围
- 明确模糊表述(例如:"资深"具体指什么级别?)
- 区分个人贡献与团队贡献
Narrative Craft
叙事撰写
- Find the unique angle (what makes this person's story different?)
- Connect dots the interviewee might not see
- Balance humility with accomplishment
- Make technical work accessible without dumbing down
- 挖掘独特视角(是什么让这个人的故事与众不同?)
- 关联访谈者可能未察觉的线索
- 在谦逊与成就之间取得平衡
- 让技术内容通俗易懂但不失专业性
When NOT to Use
不适用于以下场景
This skill is NOT appropriate for:
- Quick LinkedIn headline updates (just ask directly)
- Resume formatting/layout (this extracts content, not formatting)
- Interview preparation or coaching (this documents past, not prepares for future)
- Career counseling or job search strategy (this captures stories, not advises on next steps)
本技能不适用于:
- 快速更新LinkedIn标题(直接提问即可)
- 简历格式排版(本工具仅提取内容,不负责格式)
- 面试准备或辅导(本工具记录过往经历,不做未来准备)
- 职业咨询或求职策略(本工具仅记录故事,不提供下一步建议)
Common Anti-Patterns
常见反模式
Anti-Pattern: Generic Softball Questions
反模式:泛泛的简单问题
What it looks like: "Tell me about your career" or "What do you do?"
Why it's wrong: Too broad, loses narrative thread, gets generic responses
What to do instead: Ask about specific transitions: "Walk me through your path from [early role] to [current role]"
表现形式:"告诉我你的职业经历"或"你是做什么的?"
问题所在:过于宽泛,丢失叙事主线,得到的回答也很笼统
改进方式:询问具体的职业转换:"请梳理你从[早期职位]到[当前职位]的发展路径"
Anti-Pattern: Accepting Vague Achievements
反模式:接受模糊的成就表述
What it looks like: "I improved the system" or "We increased efficiency"
Why it's wrong: No measurable impact, can't verify or showcase properly
What to do instead: Probe deeply: "By how much? For how many users? Over what time period? What was the baseline?"
表现形式:"我优化了系统"或"我们提升了效率"
问题所在:没有可量化的成果,无法验证或充分展示
改进方式:深入追问:"提升了多少?覆盖多少用户?耗时多久?基准线是多少?"
Anti-Pattern: Skipping the "Why"
反模式:忽略"动机"层面的提问
What it looks like: Recording only what they did, not why they chose it
Why it's wrong: Misses motivation, values, and decision-making process that makes story compelling
What to do instead: Always follow up: "What drew you to that opportunity?" "Why was that important to you?"
表现形式:仅记录做了什么,不询问为什么做这个决定
问题所在:错失了体现动机、价值观和决策逻辑的关键内容,导致故事缺乏吸引力
改进方式:始终跟进提问:"是什么吸引你抓住那个机会的?""为什么那件事对你很重要?"
Anti-Pattern: Linear Timeline Obsession
反模式:过度执着于线性时间线
What it looks like: Only asking chronological "then what happened?" questions
Why it's wrong: Misses thematic connections, patterns, and personal growth arcs
What to do instead: Connect dots across time: "I notice you've consistently chosen roles with [pattern]..."
表现形式:仅按时间顺序提问"接下来发生了什么?"
问题所在:错失了主题关联、模式总结和个人成长弧线
改进方式:跨时间关联线索:"我注意到你一直选择带有[模式]的职位..."
Troubleshooting
故障排除
Issue: Interview goes off-track into irrelevant tangents
问题:访谈偏离主题,进入无关内容
Cause: Interviewee needs to process but losing structure
Fix: Acknowledge tangent, gently redirect: "That's fascinating. Let me note that, and I want to come back to [original topic] because..."
原因:访谈者需要梳理思路但偏离了结构
解决方法:认可该内容,温和引导回归:"这很有意思,我先记下来,我们回到[原主题],因为..."
Issue: Interviewee gives only surface-level answers
问题:访谈者仅给出表面回答
Cause: Haven't established trust or safety yet
Fix: Slow down introduction phase. Share what you'll do with information. Validate their initial answers before probing deeper.
原因:尚未建立信任或安全感
解决方法:放慢开场阶段的节奏,告知信息用途,在深入提问前先认可对方的初始回答
Issue: Can't extract quantifiable metrics
问题:无法提取可量化指标
Cause: Interviewee genuinely doesn't remember or didn't track
Fix: Ask for qualitative proxies: "What did your manager say?" "How did the team react?" "What changed after your work?"
原因:访谈者确实不记得或未记录
解决方法:询问定性替代指标:"你的经理对此有什么评价?""团队反应如何?""你的工作带来了哪些变化?"
Issue: Conflicting information across interview
问题:访谈中出现信息矛盾
Cause: Memory reconstruction, different perspectives on same events
Fix: Surface the conflict gently: "Earlier you mentioned X, and now Y. Help me understand both perspectives."
原因:记忆重构、对同一事件的不同视角
解决方法:温和指出矛盾:"之前你提到了X,现在又说到Y,帮我理解这两种视角可以吗?"
Integration Points
集成点
This skill works well with other existing skills:
- Web Design Expert: Provide career content that web-design-expert can use for portfolio sites
- Research Analyst: Feed brand positioning insights to research-analyst for competitive analysis
- Typography Expert: Career brand personality can inform typography-expert's font selections
本技能可与其他现有技能配合使用:
- Web设计专家:提供职业内容供Web设计专家用于作品集网站开发
- 研究分析师:将品牌定位见解提供给研究分析师用于竞品分析
- 排版专家:职业品牌个性可为排版专家的字体选择提供参考