Best for
- Is switching careers or industries
- Wants to translate their experience for a new field
- Needs help identifying transferable skills
PramodDutta/qaskills/seed-skills/career-changer-translator/SKILL.md
Translate skills from one industry to another, identify transferable skills
Decision brief
Translate skills from one industry to another, identify transferable skills
Compatibility matrix
| Platform | Status | Evidence | What to check |
|---|---|---|---|
| Codex | Declared | Source record | Install path and trigger |
| Claude Code | Declared | Source record | Install path and trigger |
| Cursor | Declared | Source record | Install path and trigger |
| Gemini CLI | Not declared | No explicit evidence | Portability before use |
Installation
The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.
npx skills add https://github.com/PramodDutta/qaskills --skill "seed-skills/career-changer-translator"Inspect the Agent Skill "Career Changer Translator" from https://github.com/PramodDutta/qaskills/blob/fb3fbec70591bad971dd97c5d9add6eaa99bae18/seed-skills/career-changer-translator/SKILL.md at commit fb3fbec70591bad971dd97c5d9add6eaa99bae18. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.
Workflow
Use this skill when the user: - Is switching careers or industries - Wants to translate their experience for a new field - Needs help identifying transferable skills - Mentions: "career change", "switching careers", "new industry", "transferable skills", "pivot"
Identify transferable skills across industries
Why Career Changes Are Hard: - Experience doesn't directly map to new role - Lacking industry-specific keywords - Recruiters prefer "safe" candidates - Need to explain "why" convincingly - Competing against people with direct experience
Leadership & Management - Team leadership - Project management - Budget oversight - Strategic planning - Performance management - Stakeholder management
Leadership & Management - Team leadership - Project management - Budget oversight - Strategic planning - Performance management - Stakeholder management
Permission review
No configured static risk pattern was detected
This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.
Evidence record
| Signal | Value | Evidence type | Meaning |
|---|---|---|---|
| Quality score | 93/100 | Computed | Documentation, specificity, maintenance, and trust rules |
| Repository stars | 211 | Source | Repository attention, not individual Skill quality |
| Compatibility | 3 platforms | Source | Declared in the catalog source record |
| Usage guide | automated source guide | Editorial | Generated or reviewed according to the visible evidence level |
Pinned source
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]
QA is one of tech's main career-change entry points, and the translation usually already exists in your history: support engineers have reproduced bugs for years, analysts have validated data, ops people have written runbooks that are test procedures in disguise. Name the artifact in QA vocabulary: "wrote reproduction steps for 400+ customer issues" becomes defect reporting; "verified monthly reconciliation" becomes data validation testing. Pair the resume with one small public proof (a GitHub repo with API tests against a public API) so the transition claim has a checkable anchor.
Adapted for QA professionals by The Testing Academy (thetestingacademy) from Resume Skills. The original work is used under the MIT License, reproduced in full below. Modifications to this file are released under the same license.
MIT License
Copyright (c) 2026 Resume Skills
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Frequently asked questions
Translate skills from one industry to another, identify transferable skills
The source record exposes this install command: npx skills add https://github.com/PramodDutta/qaskills --skill "seed-skills/career-changer-translator". Inspect the command and pinned source before running it.
The pinned source record declares support for: codex, claude code, cursor.
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