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