Expand to Career Arsenal: 8 AI-powered career skills collection
- Restructured repo from single skill to skills collection - Added 7 new skills: Resume Architect, Cover Letter Craft, Interview Commander, Salary Negotiator, Career GPS, LinkedIn Optimizer, Job Switch Advisor - Rewrote README as collection hub with pipeline diagram, integration map, and usage-by-stage guides Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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skills/career-gps.md
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skills/career-gps.md
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# Career GPS
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**Strategic career planning, skill gap analysis, and role transition roadmapping.**
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Don't drift through your career. Navigate it with intent.
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## Philosophy
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Most careers happen *to* people. Career GPS puts you in the driver's seat by treating your career like a product — with a roadmap, milestones, and metrics.
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The model:
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1. **Current State** — Honest audit of skills, title, comp, trajectory
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2. **Target State** — Where you want to be in 1, 3, 5 years
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3. **Gap Analysis** — What's missing between current and target
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4. **Action Plan** — Concrete steps with timelines
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5. **Feedback Loops** — Regular check-ins to adjust course
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## Input Required
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- Current role, title, and compensation
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- Years of experience
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- Industry and domain
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- Career aspirations (vague or specific — we'll refine them)
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- Skills inventory (or resume/LinkedIn for extraction)
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## Workflow
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### Phase 1: Career Audit
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```
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Rate your current state (1-10):
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Technical Skills:
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- Core technology stack: [1-10]
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- System design/architecture: [1-10]
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- Code quality/craft: [1-10]
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- DevOps/infrastructure: [1-10]
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- Data/databases: [1-10]
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- Security: [1-10]
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Leadership Skills:
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- Technical leadership: [1-10]
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- People management: [1-10]
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- Cross-functional collab: [1-10]
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- Communication/presenting: [1-10]
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- Mentoring/coaching: [1-10]
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Business Skills:
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- Product thinking: [1-10]
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- Business domain knowledge: [1-10]
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- Data-driven decisions: [1-10]
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- Stakeholder management: [1-10]
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Career Metrics:
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- Compensation vs. market: [above/at/below]
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- Title vs. experience: [ahead/on-track/behind]
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- Learning velocity: [accelerating/steady/decelerating]
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- Network strength: [strong/moderate/weak]
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- Visibility/reputation: [high/medium/low]
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```
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### Phase 2: Target Definition
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```
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Define your targets across time horizons:
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1-Year Target:
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- Title/Role: [specific]
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- Compensation: [range]
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- Company type: [startup/scale-up/enterprise/FAANG]
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- Key skills to acquire: [2-3]
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- Key achievements to land: [1-2]
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3-Year Target:
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- Title/Role: [specific]
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- Compensation: [range]
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- Scope (team size, budget, impact): [specific]
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- Domain expertise: [specific]
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- Leadership level: [IC/staff/principal/manager/director]
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5-Year Target:
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- Career model: [IC track / Management track / Founder / Consultant]
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- Compensation target: [range]
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- Impact scope: [team/org/industry]
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- Lifestyle design: [remote/hybrid/in-office, hours, location]
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```
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### Phase 3: Gap Analysis
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```
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Compare current vs. target:
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Target Role: [e.g., Staff Engineer]
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Current gaps:
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- System design at scale: Need distributed systems experience
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- Technical leadership: Need cross-team influence examples
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- Scope: Currently own service, need org-level impact
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- Visibility: No conference talks, blog posts, or open source presence
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Priority matrix:
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High Impact + Quick Win:
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- [e.g., Start a technical blog]
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- [e.g., Mentor a junior engineer]
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High Impact + Long Term:
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- [e.g., Lead a cross-team migration]
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- [e.g., Get staff-level promotion at current company]
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Low Impact + Quick Win:
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- [e.g., Update LinkedIn headline]
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- [e.g., Complete a certification]
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Low Impact + Long Term:
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- [e.g., Learn a new programming language unrelated to target]
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```
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### Phase 4: Action Roadmap
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```
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Quarterly breakdown:
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Q1 (Next 3 months):
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Skill building:
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- [Specific course/book/project for top skill gap]
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Network:
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- [Attend 2 meetups/conferences in target domain]
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- [Reach out to 5 people in target role for coffee chats]
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Visibility:
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- [Publish 1 blog post or talk]
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- [Contribute to 1 open source project in target space]
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Career moves:
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- [Update resume and LinkedIn for target direction]
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- [Start casual conversations with target companies]
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Q2-Q4: [Similar structure with increasing ambition]
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Milestones:
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- [ ] 6-month checkpoint: [specific measurable goal]
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- [ ] 12-month checkpoint: [specific measurable goal]
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```
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## Career Transition Playbooks
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### IC → Engineering Manager
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```
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Skills to develop:
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- 1:1s, performance reviews, hiring, firing
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- Project management, sprint planning, roadmap ownership
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- Cross-functional communication
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- Budget and vendor management
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Steps:
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1. Start mentoring 1-2 junior engineers
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2. Volunteer to lead a project with 3+ people
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3. Take on hiring responsibilities (screening, interviewing)
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4. Ask to officially manage an intern or junior
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5. Read: "The Manager's Path", "An Elegant Puzzle"
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6. Find an EM mentor at your company
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7. After 6-12 months of informal leadership, pitch the transition
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```
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### Backend → Full Stack
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```
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Skills to develop:
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- Frontend framework (React/Vue/Svelte)
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- CSS and responsive design
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- Browser APIs and web performance
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- UX fundamentals
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- State management
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Steps:
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1. Build a full-stack side project
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2. Pair with frontend engineers on features
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3. Take on small frontend tasks at work
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4. Learn the team's frontend stack on company time
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5. Build a portfolio of 2-3 full-stack projects
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6. Apply to full-stack roles with portfolio evidence
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```
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### Big Tech → Startup
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```
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Mindset shifts:
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- "I built systems for millions" → "I'll build the MVP in a weekend"
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- Process and documentation → speed and iteration
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- Specialized role → wear many hats
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- Comfort and stability → ambiguity and chaos
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Financial planning:
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- Calculate your runway: savings / monthly expenses = months
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- Factor in equity risk: value it at $0
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- Negotiate for cash-heavy comp if possible
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- Understand your risk tolerance honestly
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Steps:
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1. Define your risk profile and runway
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2. Identify startup stage preference (pre-seed, seed, series A)
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3. Build network in startup ecosystem (YC alumni, AngelList)
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4. Develop generalist skills: DevOps, product sense, growth
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5. Start with freelance/consulting to test the water
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```
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### Developer → Product Manager
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```
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Skills to develop:
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- User research and customer discovery
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- Product analytics and metrics
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- Roadmap prioritization frameworks
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- Stakeholder management
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- Business case development
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Steps:
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1. Volunteer for product-adjacent work (specs, user interviews)
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2. Build a side product end-to-end
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3. Take a product thinking course (Reforge, Product School)
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4. Shadow PMs at your company
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5. Transition internally (easiest path) or apply to APM programs
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6. Build a product portfolio (case studies with outcomes)
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```
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### Employee → Freelancer/Consultant
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```
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Financial planning:
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- Emergency fund: 6-12 months expenses
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- Health insurance plan (independent)
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- Tax structure (LLC, S-Corp, etc.)
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- Accounting setup
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Business foundations:
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- Define your service offering (specific, not "I code")
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- Set your rate: [annual salary target] / 1000 = hourly rate minimum
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- Create a portfolio/case-study page
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- Set up LinkedIn as a lead generation tool
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Client acquisition:
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1. Start moonlighting while employed (check contract)
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2. Ask your network for referrals
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3. Join freelance platforms as backup (Upwork, Toptal)
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4. Write content demonstrating expertise
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5. Target 3-5 anchor clients before going full-time
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First 6 months:
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- Month 1-2: Land first 2 clients at any reasonable rate
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- Month 3-4: Raise rates 25% for new clients
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- Month 5-6: Evaluate — is this sustainable? Adjust.
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```
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## Role Transition Decision Matrix
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```
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Should you switch roles? Score each factor:
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Stay Switch Weight
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Growth potential X 3x
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Compensation ceiling X 2x
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Learning velocity X 3x
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Work-life balance X 2x
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Team/culture X 2x
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Impact potential X 2x
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Risk tolerance X 1x
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Commute/location X 2x
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Weighted total: _____
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If "Switch" wins by 20%+ — it's time.
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If close — what would make staying competitive?
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```
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## Quarterly Review Template
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```
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Career Quarterly Review — [Date]
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1. What were my goals for this quarter?
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[List goals from roadmap]
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2. What did I accomplish?
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[Specific achievements with metrics]
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3. What didn't I accomplish? Why?
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[Be honest — this feeds next quarter's plan]
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4. What new opportunities appeared?
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[Serendipity audit — what came your way?]
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5. What skills did I develop?
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[New tech, new domains, new soft skills]
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6. How's my network?
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[New connections, strengthened relationships]
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7. What's my energy/motivation level? (1-10)
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[Career satisfaction check]
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8. Adjusted priorities for next quarter:
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[Updated goals based on learnings]
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```
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## Integration with Other Skills
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- **resume-architect**: Translates career plan into resume language
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- **salary-negotiator**: Informed by market data and trajectory analysis
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- **jobhunter-master**: Executes the job search when it's time to move
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- **linkedin-optimizer**: Aligns profile with target trajectory
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## Files
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- `memory/career-plan.md` — Master career roadmap
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- `memory/career-audit-[date].md` — Quarterly self-assessments
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- `memory/skill-gaps.md` — Active skill development tracking
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- `memory/network-map.md` — Professional network management
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