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The non-negotiable
Use AI to improve your application, never to fabricate it.
A strong job search is not a volume game. It is a system: find the right roles, understand the employer, make a truthful case, and improve from evidence.
Important: web search can make research current, but always verify that a vacancy is active on the employer's official careers page before applying.
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The path: a simple operating loop
- Upload your career information
- Define your target role
- Find current opportunities
- Research the company
- Analyze the job description
- Compare with your experience
- Tailor truthfully
- Write a focused cover letter
- Contact relevant people
- Prepare and practice
- Follow up professionally
- Track, learn, improve
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01 · Build your Job Search project
Create a dedicated Claude Project called Job Search. Add your latest resume, LinkedIn profile, portfolio, work samples, certifications, career achievements, target roles, preferred industries and locations, salary expectations, and target companies. Add instructions covering your experience, goals, voice, and priorities. This gives Claude reusable context.
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02 · Define your ideal role
Based on my resume, skills, experience, interests, and career goals, identify the job titles and types of companies that best match my profile. Explain why each role fits and identify any major skill gaps.
Ask for best-fit and adjacent titles, target industries, ideal company types, seniority, transferable skills, pivots, and gaps to close.
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03 · Find relevant jobs
Search the web for currently available [ROLE] opportunities in [LOCATION]. Prioritize positions matching my experience in [SKILLS]. For each role, summarize the company, responsibilities, requirements, location, and why it matches my profile.
Verify every vacancy on the employer's official careers page.
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04 · Research target companies
Research [COMPANY] and create a job-seeker briefing covering its products, business model, customers, competitors, recent developments, culture, values, and anything relevant to someone applying for [ROLE].
Then ask: What parts of my background should I emphasize? Make every application specific.
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05 · Analyze the job description
Paste the complete description.
Analyze this job description. Extract key responsibilities, required and preferred skills, tools, experience requirements, important keywords, business problems this person will solve, and employer priorities.
Then compare it with your resume.
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06 · Calculate your real fit
Compare this job description against my resume. Identify strong matches, partial matches, missing requirements, transferable experience, and areas where I need stronger evidence. Do not invent qualifications I don't have.
Use the output to decide what deserves emphasis.
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07 · Tailor your resume
Tailor my resume for this position while remaining completely truthful. Prioritize the experience, achievements, skills, and keywords most relevant to the job description. Use concise, specific language and quantify achievements only when supported by my original information.
Never invent: employers, titles, dates, skills, certifications, responsibilities, revenue numbers, metrics, or achievements.
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08 · Improve resume bullets
Weak: “Managed social media accounts.”
Rewrite this resume bullet to emphasize ownership, scope, actions, and measurable business impact. Do not invent metrics.
Great bullets explain what you did, how, scale, and result.
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09 · Optimize for relevance
Review my resume against this job description and identify terminology or skills from the posting that genuinely apply to my experience but are missing or underrepresented.
Use relevant words naturally—never keyword-stuff or add skills you cannot demonstrate.
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10 · Create a targeted cover letter
Write a concise cover letter for this position using my resume and the job description. Focus on why I fit this specific role, connect my strongest achievements to the company's needs, and avoid generic language or unsupported claims.
Ask Claude to remove clichés, repetition, and unnecessary formality.
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11 · Improve your LinkedIn profile
Give Claude your profile and target roles. Improve headline, About, experience descriptions, Featured, skills, search keywords, and positioning.
Optimize my LinkedIn profile for recruiters hiring [TARGET ROLE]. Keep every claim accurate and make my value proposition immediately clear.
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12 · Create your personal pitch
Using my background, create a natural 30-second introduction explaining who I am, what I specialize in, my strongest proof of work, and what opportunity I'm looking for.
Make versions for recruiters, hiring managers, networking events, LinkedIn DMs, and interviews.
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13 · Write better outreach
Share context about the person, then draft recruiter messages, hiring-manager outreach, referral and alumni requests, networking notes, follow-ups, and thank-yous. Keep each short, personal, specific, and respectful.
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14 · Prepare for interviews
Upload the resume and description.
Act as the hiring manager for this position. Generate the most likely interview questions based on the job description, company, and my resume.
Practice behavioral, technical, role-specific, situational, leadership, resume, transition, and salary questions.
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15 · Run mock interviews
Conduct a realistic interview for this role. Ask one question at a time. Wait for my response before continuing. After each answer, critique its clarity, relevance, evidence, and structure, then suggest how I could improve it.
Do not memorize Claude's answers; improve your own thinking and communication.
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16 · Build STAR stories
Prepare Situation → Task → Action → Result stories for leadership, conflict, failure, problem-solving, initiative, collaboration, difficult decisions, achievements, and deadlines.
Turn my real experience below into a concise STAR interview answer. Preserve the facts and do not invent details.
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17 · Research interviewers
Where appropriate, use public professional information to understand their role, career background, expertise, recent work, and likely discussion areas. Avoid sensitive or irrelevant personal information.
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18 · Prepare questions to ask
Based on this role and company, create thoughtful questions I can ask the interviewer that help me understand expectations, team structure, challenges, success metrics, culture, and growth opportunities.
Interviewing is also your chance to evaluate the employer.
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19 · Prepare for salary discussions
Research current compensation where reliable data exists, then practice expected pay, offers, base, bonus, equity, benefits, remote work, joining date, and competing offers. Treat online estimates as reference points—not guarantees.
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20 · Create a job-search system
Ask Claude to structure the full loop: discover, research, prioritize, analyze, tailor, apply, network, follow up, interview, track, review, and improve.
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21 · Analyze your results
Analyze my job-search funnel. Identify where I'm losing opportunities and suggest experiments for improving my results.
Track jobs discovered, applications, referrals, replies, screens, interviews, final rounds, and offers. Few interviews? Review targeting, relevance, and positioning. Poor progression? Review interview performance and fit.
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22 · Use Claude as a career coach
Review my entire job-search strategy critically. Identify weak assumptions, missing opportunities, skill gaps, positioning problems, and the three highest-impact actions I should take next.
Ask Claude to challenge your plan, not merely agree with it.
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10 power prompts
- Find the strongest career opportunities that match my background and explain why.
- Analyze this job description and identify what the employer actually cares about most.
- Compare my resume with this role and show me my strongest matches and biggest gaps.
- Tailor my resume for this position without inventing or exaggerating anything.
- Research this company and tell me what I should understand before applying.
- Create a concise, personalized message to the hiring manager based only on information I provide or verified public information.
- Generate likely interview questions for this exact position.
- Conduct a realistic mock interview with me one question at a time.
- Critique my interview answer and help me make it clearer, more specific, and evidence-based.
- Analyze my job-search funnel and identify what I should improve first.
Golden rules
Keep it human: improve your application—never fabricate it. Treat Claude as a partner; final career decisions are yours.
- Keep your own voice
- Verify key company and job information
- Never claim skills or achievements you lack
- Review every AI-generated item before sending
- Prioritize strong-fit, thoughtful applications
A strong job search is a system, not a volume game: find the right roles, understand the employer, make a truthful case, and improve from evidence.