Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add PramodDutta/qaskills --skill career-changer-translatorgit clone --depth 1 https://github.com/PramodDutta/qaskillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/pramoddutta/qaskills/career-changer-translator)<a href="https://agentmods.dev/skills/pramoddutta/qaskills/career-changer-translator"><img src="https://agentmods.dev/badge/skills/pramoddutta/qaskills/career-changer-translator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/pramoddutta/qaskills/career-changer-translator"><img src="https://agentmods.dev/badge/skills/pramoddutta/qaskills/career-changer-translator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.02703 |
| Opus 5 | $0.00008 | $0.01352 |
| Sonnet 5 | $0.00003 | $0.00541 |
| Haiku 4.5 | $0.00002 | $0.00270 |
Grade A, and why
Career Changer Translator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
89% identical to career-changer-translator — 48 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 415 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Career Changer Translator
When to Use This Skill
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"
Core Capabilities
- Identify transferable skills across industries
- Translate experience into new industry language
- Reframe achievements for target roles
- Bridge skill gaps strategically
- Position career changes positively
- Create compelling change narratives
The Career Change Challenge
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
The Solution:
- Focus on transferable skills
- Learn the new industry's language
- Leverage adjacent experiences
- Build bridge experiences
- Tell a compelling story
Transferable Skills Framework
Universal Transferable Skills
Leadership & Management
- Team leadership
- Project management
- Budget oversight
- Strategic planning
- Performance management
- Stakeholder management
Communication
- Presentation skills
- Written communication
- Client relations
- Cross-functional collaboration
- Negotiation
- Conflict resolution
Analytical
- Data analysis
- Problem-solving
- Research
- Process improvement
- Decision-making
- Strategic thinking
Technical/Operational
- Process design
- Systems implementation
- Quality assurance
- Training and development
- Vendor management
- Operations management
Career Change Translation Examples
Teacher → Corporate Trainer / L&D
Teaching Experience:
- "Taught 25 students in 5th grade classroom"
Translated:
- "Designed and delivered curriculum for 25 learners, achieving 95% proficiency on standardized assessments through differentiated instruction and data-driven intervention strategies"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 415 lines · 16 tokens per session scan A 60e4e9ce204f
Career Changer Translator is a skill published in the GitHub repository PramodDutta/qaskills (223 stars, last pushed 11d ago), licensed MIT. It adds 16 tokens to every session and 2,703 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 89% identical to career-changer-translator, differing in 48 lines, and is treated as a copy.
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