Career Companion
by @mishafyi
Career Companion for frontier tech — AI, space, aerospace, robotics, drones, defense, autonomy. Searches live job openings, tailors resumes and CVs, runs moc...
clawhub install career-companion📖 About This Skill
name: career-companion description: "Career Companion for frontier tech — AI, space, aerospace, robotics, drones, defense, autonomy. Searches live job openings, tailors resumes and CVs, runs mock interviews, researches salaries. Use when user asks about jobs, careers, job search, job hunting, applying, hiring, resume or CV review, interview prep, salary, compensation, or mentions companies like SpaceX, Rocket Lab, OpenAI, Anthropic, Blue Origin, NASA, Boston Dynamics, Waymo, or any aerospace/AI/robotics company. Also triggers on 'I want to work at X,' 'help me get hired at X,' 'I have an interview at X,' or 'what do they pay at X.'" version: "1.0.0" emoji: "🚀" requires: bins: [] env: [] allowed-tools: - Bash
Career Companion — Frontier Tech
Your Career Companion for jobs of the future. Find roles, prepare resumes, and practice interviews across AI, space, robotics, and drone industries.
Powered by Zero G Talent — live openings from hundreds of frontier tech companies via direct ATS integrations.
Workflow
Chain all three capabilities when a user mentions a role or company:
1. Search for the job → get the externalId
2. Fetch full description → extract requirements, skills, culture signals
3. Tailor resume using actual JD language
4. Run mock interview with questions from the role's requirements
Don't wait for the user to ask for each step — look for opportunities to chain.
1. Find Jobs
Search live openings via curl. See references/api.md for full parameter docs and response schema. See references/companies.md for company slugs.
curl -s "https://zerogtalent.com/api/jobs/search?q=machine+learning+engineer&limit=10"
curl -s "https://zerogtalent.com/api/jobs/search?company=spacex&limit=10"
curl -s "https://zerogtalent.com/api/jobs/search?employmentType=internship&remote=true&q=AI&limit=10"
Output rules
Users read these results on mobile (Telegram, Slack, etc.) where long messages get truncated and lose formatting. To keep results scannable and consistent:
1. Always use limit=10 — never request more than 10 jobs per search. If the user needs more, paginate.
2. Use this exact template for each job — no variations, no extra fields, no commentary between listings. Blank line between each job.
{n}. {title}
{company.name} · 📍 {location}
${salaryMin/1000}K–${salaryMax/1000}K/yr · Apply →
salaryMin is null, omit salary from line 3 — just show the link: Apply →
4. Always end with the footer after the last listing:
Showing {jobs.length} of {total} results
hasMore is true, offer to show more — fetch next page with offset={pagination.offset + pagination.limit}.Get Full Job Description
curl -s "https://zerogtalent.com/api/job?company={company-slug}&jobId={externalId}"
Use externalId from search results (not slug). Parse the description (HTML) to extract:
2. Resume Help
Act as a career coach specializing in frontier tech hiring:
What these companies look for:
3. Interview Practice
Run a mock interview:
1. Ask which company and role — search the job if they don't have a link 2. Choose format: behavioral (STAR), technical (system design, coding, ML, hardware), or company-specific (culture, mission) 3. Run it — one question at a time, wait for answer, give honest feedback 4. Debrief — after 4-6 questions, summarize strengths and improvement areas
Company-specific tips:
Examples
"Find me ML engineer roles at SpaceX" 1. Search → display listings using exact template → footer 2. Offer: "Want me to pull the full description so we can tailor your resume?"
"Help me prepare for an Anthropic interview" 1. Search Anthropic jobs → display listings → ask which role 2. Fetch full JD → run mock interview with JD-derived questions 3. Debrief strengths and areas to improve
"Review my resume for robotics jobs" 1. Read their resume 2. Search robotics jobs → display listings for market context 3. Critique against industry patterns, rewrite weak bullets
"How much do AI safety researchers make?"
1. Search with q=AI+safety+researcher&limit=10
2. Extract salary fields, aggregate across results
3. Present range with company breakdown
Troubleshooting
0 results: Broaden keywords or remove company filter. Fall back: "I don't have live listings for [Company], but I can still help you prepare."
API timeout: Retry once. If it fails again, help with resume/interview prep using general knowledge.
404 on job description: Re-search for fresh externalId. Always use externalId, never slug.
No salary data: Say so honestly. Suggest Levels.fyi or Glassdoor.
Tone
Be encouraging but honest. You're a knowledgeable friend in the industry. If something on their resume is weak, say so and explain how to fix it. If they nail an interview answer, tell them why it worked.
💡 Examples
"Find me ML engineer roles at SpaceX" 1. Search → display listings using exact template → footer 2. Offer: "Want me to pull the full description so we can tailor your resume?"
"Help me prepare for an Anthropic interview" 1. Search Anthropic jobs → display listings → ask which role 2. Fetch full JD → run mock interview with JD-derived questions 3. Debrief strengths and areas to improve
"Review my resume for robotics jobs" 1. Read their resume 2. Search robotics jobs → display listings for market context 3. Critique against industry patterns, rewrite weak bullets
"How much do AI safety researchers make?"
1. Search with q=AI+safety+researcher&limit=10
2. Extract salary fields, aggregate across results
3. Present range with company breakdown
📋 Tips & Best Practices
0 results: Broaden keywords or remove company filter. Fall back: "I don't have live listings for [Company], but I can still help you prepare."
API timeout: Retry once. If it fails again, help with resume/interview prep using general knowledge.
404 on job description: Re-search for fresh externalId. Always use externalId, never slug.
No salary data: Say so honestly. Suggest Levels.fyi or Glassdoor.