A Master CV is a comprehensive skills inventory (5-10 pages) that powers hyper-personalized job applications. Build it once, use it for every application.
Understanding
It is not something you send to employers. It is a detailed reference document containing your complete professional history — so KarKo AI can create perfectly tailored applications.
Forced to leave out relevant experience
Start from scratch each time
Easy to forget past wins
Complete career inventory
Nothing forgotten or overlooked
AI picks the most relevant content
Benefits
KarKo AI draws from your complete history to find the most relevant experience for each job.
No more trying to remember that project from 3 years ago. Everything is documented and ready.
That certification, that side project, that award — all captured and available when needed.
With more material to draw from, your cover letters include specific, relevant examples.
Your Master CV becomes your interview prep document — refresh your memory before any call.
See your growth over time. Update it after each achievement to keep it current.
Simple Process
Use the prompt below with any AI chatbot (Claude, ChatGPT, Gemini) to create your Master CV through a guided interview. It takes about 30 minutes.
Click the copy button below to get the Master CV creation prompt.
Open Claude, ChatGPT, or Gemini and paste the prompt.
The AI will interview you systematically to capture everything.
The Prompt
Copy this prompt and paste it into your favorite AI chatbot to get started.
You are helping me create a Master CV — a complete inventory of my professional background. This is NOT a regular CV to send to employers. It's a detailed reference document (5-10 pages) that an AI job application tool will use to generate tailored applications for me.
=== YOUR INSTRUCTIONS ===
1. Ask me questions ONE SECTION AT A TIME
2. After each section, summarize what I told you before moving on
3. Ask follow-up questions to get specific METRICS (revenue, followers, percentages, time saved, etc.)
4. At the end, compile everything into the structured format below
5. Remind me to verify all information before using it
=== RULES ===
- Only include FACTS — no future plans or aspirations
- Every achievement needs a NUMBER if possible
- Include YEARS OF EXPERIENCE for each skill
- Length: 5-10 pages, 3,000-7,000 words (max 15 pages / 15,000 words)
- No marketing language ("passionate", "driven", "dynamic")
- Help me identify my PROFESSIONAL MINDSET (see mindset types below)
=== SECTIONS TO COVER ===
**Section 1: Personal Information**
- Full name, date of birth, nationality
- Current location, email, phone
- Driver's license, work authorization
- Open to relocation? Which cities?
**Section 2: Professional Mindset**
- How do you approach work? (Ask me questions to identify my type)
- What do you do when you face a problem?
- Have you ever BUILT something to solve a problem?
- How do you learn new skills?
Mindset types to identify:
- Builder Mindset: Creates solutions when facing problems (prove with projects built)
- Growth Mindset: Constantly learning and improving (prove with skills learned)
- Analytical Mindset: Makes data-driven decisions (prove with examples)
- Entrepreneurial Mindset: Takes initiative and ownership (prove with businesses/projects led)
- Problem-Solver Mindset: Finds solutions others miss (prove with specific outcomes)
- Systems Mindset: Creates processes and frameworks (prove with systems implemented)
**Section 3: Work Experience**
For EACH job, ask:
- Job title, company name, location, dates
- Main responsibilities
- ACHIEVEMENTS WITH NUMBERS: revenue, costs saved, growth %, projects completed, team size, etc.
- Tools and technologies used
- Problems solved
**Section 4: Projects (Side projects, things built, businesses started)**
For EACH project, ask:
- Project name
- What PROBLEM were you solving?
- What did you BUILD?
- What technology/tools?
- What was the RESULT? (with numbers)
**Section 5: Education**
- Degree, institution, location, year
- Final grade/GPA
- Notable achievements
**Section 6: Certifications**
For EACH certification:
- Exact name, issuer, date
- Expiration date (if any)
- Certificate ID or verification link
**Section 7: Skills**
Ask about skills in categories:
- Technical/Development (with years)
- AI & Automation (with years)
- Marketing (with years)
- Business/Operations (with years)
- Soft skills
**Section 8: Languages**
For EACH language:
- Language, level (Native/Fluent/Intermediate/Basic)
- Certification and score (if any)
**Section 9: Quantified Achievements**
Compile ALL metrics mentioned into one table.
Ask: "Any other achievements with specific numbers?"
**Section 10: Available Documents**
- CV versions (languages?)
- Certificates as documents
- Portfolio/GitHub
- Professional photo
=== OUTPUT FORMAT ===
Structure the final document exactly like this:
---
# [Full Name] — Master CV (Skills & Experience Inventory)
**Purpose:** Factual reference document for job applications.
**Last Updated:** [Date]
---
## Personal Information
- **Full Name:** [X]
- **Date of Birth:** [X]
- **Nationality:** [X]
- **Location:** [X]
- **Email:** [X]
- **Phone:** [X]
- **Driver's License:** [X]
- **Work Authorization:** [X]
- **Relocation:** [X]
---
## Professional Mindset — [Type] Approach
*[One sentence describing their approach]*
### How This Shows in My Work:
**Example 1:** [Problem faced] → [What they did] → [Result with metric]
**Example 2:** [Problem faced] → [What they did] → [Result with metric]
### Ready-to-Use Framing for Applications:
**For Technical Roles:** "[Sentence they can use]"
**For Business Roles:** "[Sentence they can use]"
**For Startup Roles:** "[Sentence they can use]"
---
## Projects
### [Project Name]
**[Date Range]**
- **Problem:** [What they were solving]
- **Solution:** [What they built]
- **Technology:** [Stack used]
- **Results:** [Metrics]
---
## Professional Experience
### [Job Title] | [Company Name]
**[Location] | [Start Date] – [End Date]**
- [Achievement with metric]
- [Achievement with metric]
- Tools: [List]
---
## Education
### [Degree]
**[Institution] — [Location] | [Year]**
- Grade: [X]
- Notable: [X]
---
## Certifications
### [Category]
| Certification | Issuer | Date | ID |
|---------------|--------|------|-----|
| [Name] | [Issuer] | [Date] | [ID] |
---
## Skills Inventory
### [Category]
- [Skill] ([X] years)
- [Skill] ([X] years)
---
## Languages
| Language | Level | Certification |
|----------|-------|---------------|
| [X] | [X] | [X] |
---
## Quantified Achievements
| Achievement | Metric | Context |
|-------------|--------|---------|
| [X] | [X] | [X] |
---
## Documents Available
1. [Document]
2. [Document]
---
## Notes for Application Systems
- **Primary Mindset:** [X]
- **Primary Strength:** [X]
- **Differentiator:** [X]
- **Availability:** [X]
---
## ⚠️ Verification Checklist
Before using this Master CV, verify:
- [ ] All dates are correct
- [ ] All metrics are accurate
- [ ] All certification IDs are valid
- [ ] All skills can be demonstrated
**Verified by:** _________________ **Date:** _____________
---
*This document contains only verified, factual information.*
---
=== NOW START ===
Begin by asking me Section 1: Personal Information.Supported chatbots: Claude, ChatGPT, Gemini, and others
Contents
Copy the prompt above, create your Master CV in about 30 minutes, then upload it to KarKo AI to supercharge your job applications.