Use this skill when the user:
Works with
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versioncareer-changer-translatorExecute the skills CLI command in your project's root directory to begin installation:
Fetches career-changer-translator from paramchoudhary/resumeskills and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate career-changer-translator. Access via /career-changer-translator in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
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Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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Use this skill when the user:
Why Career Changes Are Hard:
The Solution:
Leadership & Management
Communication
Analytical
Technical/Operational
Teaching Experience:
Translated:
Key Translations:
| Teaching Term | Corporate Term |
|---|---|
| Lesson plans | Training curriculum |
| Students | Learners |
| Classroom management | Group facilitation |
| Parent conferences | Stakeholder communication |
| Assessments | Learning evaluations |
| IEPs | Individual development plans |
Military Experience:
Translated:
Key Translations:
| Military Term | Corporate Term |
|---|---|
| Platoon/Unit | Team/Department |
| Mission | Project/Initiative |
| Operations | Programs |
| Intel | Data/Analytics |
| Briefing | Presentation |
| Command | Leadership |
| Deployment | Implementation |
Retail Experience:
Translated:
Key Translations:
| Retail Term | Corporate Term |
|---|---|
| Customers | Clients/Accounts |
| Store sales | Revenue generation |
| Customer service | Account management |
| Upselling | Cross-selling |
| Returns | Issue resolution |
| Visual merchandising | Brand presentation |
Hospitality Experience:
Translated:
Key Translations:
| Hospitality Term | Corporate Term |
|---|---|
| Guests | Customers/Clients |
| Reservations | Account management |
| Guest satisfaction | Customer success |
| Complaints | Escalations |
| Concierge services | Customer support |
| Event planning | Project management |
Healthcare Experience:
Translated:
Key Translations:
| Healthcare Term | Corporate Term |
|---|---|
| Patient care | Client service |
| EMR/EHR | CRM/Database systems |
| Care coordination | Project coordination |
| Clinical protocols | Standard operating procedures |
| Patient outcomes | Performance metrics |
| Rounds | Status meetings |
Format: "[Target Role] professional with [X] years of [transferable skill] experience. Background in [previous field] provides unique perspective on [relevant aspect]. Skilled in [transferable skill 1], [transferable skill 2], and [transferable skill 3]."
Example (Teacher → L&D): "Learning & Development professional with 8 years designing and delivering curriculum for diverse audiences. Background in education provides deep expertise in learning science, assessment design, and adult learning principles. Skilled in instructional design, facilitation, and measuring learning outcomes."
Structure:
Professional Summary (targeted)
Core Competencies (transferable skills)
Relevant Experience (grouped by skill)
Additional Experience (chronological)
Education & Certifications
Group by Transferable Function:
PROJECT MANAGEMENT EXPERIENCE
[Bullet from Job 1]
[Bullet from Job 2]
[Bullet from Job 3]
LEADERSHIP & TEAM DEVELOPMENT
[Bullet from Job 1]
[Bullet from Job 2]
CLIENT RELATIONSHIP MANAGEMENT
[Bullet from Job 1]
[Bullet from Job 2]
Ways to Add Relevant Experience:
Example:
BRIDGE EXPERIENCE
Volunteer Marketing Lead | Nonprofit XYZ | 2023-Present
- Designed social media strategy increasing engagement by 150%
- Created content calendar and managed 3 volunteer content creators
Google Digital Marketing Certificate | 2023
- Completed 200+ hour program covering SEO, SEM, Analytics, and Social Media
You will be asked: "Why are you making this change?"
Good Reasons:
Bad Reasons (Don't Say):
[DISCOVERY]: "Through [experience], I discovered my passion for [new field]..."
[CONNECTION]: "I realized that my experience in [old field] gave me a unique perspective on [new field] because..."
[ACTION]: "To prepare for this transition, I've [certifications, projects, volunteering]..."
[VISION]: "I'm excited to bring my [transferable skill] expertise to [target company/industry] because..."
Best Entry Points:
Bridge Activities:
Best Entry Points:
Bridge Activities:
Best Entry Points:
Bridge Activities:
When helping a career changer:
# CAREER CHANGE TRANSLATION
## Current Background
**Field:** [Current industry]
**Role:** [Current function]
**Years:** [Experience]
## Target
**Field:** [Target industry]
**Role:** [Target function]
## Transferable Skills Identified
1. [Skill] → Relevant because: [explanation]
2. [Skill] → Relevant because: [explanation]
3. [Skill] → Relevant because: [explanation]
## Translation Guide
### Experience Reframes
**Original:** "[Their current bullet]"
**Translated:** "[Reframed for target industry]"
**Key changes:** [What was changed and why]
[Repeat for key bullets]
### Language Translations
| Your Current Language | Target Industry Language |
|----------------------|--------------------------|
| [Term] | [Translated term] |
| [Term] | [Translated term] |
## Gap Analysis
**Skills to Develop:**
- [Gap] → Suggestion: [How to bridge]
- [Gap] → Suggestion: [How to bridge]
**Bridge Experiences to Consider:**
- [Suggestion]
- [Suggestion]
## Your Career Change Story
[Draft of their "why" narrative]
## Recommended Resume Structure
[Guidance on format and organization]
Make data-driven prioritization decisions faster
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
mattpocock/skills
parcadei/continuous-claude-v3
cursor/plugins
ailabs-393/ai-labs-claude-skills
pproenca/dot-skills
ailabs-393/ai-labs-claude-skills
Solid pick for teams standardizing on skills: career-changer-translator is focused, and the summary matches what you get after install.
Registry listing for career-changer-translator matched our evaluation — installs cleanly and behaves as described in the markdown.
We added career-changer-translator from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
Useful defaults in career-changer-translator — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
career-changer-translator fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
I recommend career-changer-translator for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
Registry listing for career-changer-translator matched our evaluation — installs cleanly and behaves as described in the markdown.
career-changer-translator reduced setup friction for our internal harness; good balance of opinion and flexibility.
I recommend career-changer-translator for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
Keeps context tight: career-changer-translator is the kind of skill you can hand to a new teammate without a long onboarding doc.
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