Productivity
Plugin
career-ops
A Claude Cowork plugin that turns your job search into a system. Evaluate job postings, generate ATS-optimized resumes, scan career portals, track applications, and more.
Plugin Signal72/100Solid
maintained91
capable55
documented75
adopted57
Install
$ npx -y skills add andrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2- --agent claude-code
Run the curl in your terminal, the rest in Claude Code.
What's inside
Skills
10/applyHelp fill out a job application form. Generates personalized answers for every field using your profile and evaluation. Never auto-submits. Use when someone says 'help me apply', 'fill out this application', or 'application for'./compareCompare multiple job opportunities side by side. See scores, compensation, pros/cons, and a recommendation. Use when someone says 'compare my options', 'which job should I take', 'rank my opportunities', or 'compare these roles'./evaluateEvaluate how well a job posting matches your background. Paste a JD or URL and get an honest A-F scored assessment with match analysis, compensation research, positioning strategy, and interview prep. Use when someone says 'evaluate this job', 'should I apply', 'how well do I/helpSee all available career-ops skills, what they do, and which one to use next based on where you are in your job search. Use when someone says 'help', 'what can you do', 'how does this work', or seems unsure what to do next./outreachDraft personalized outreach messages for LinkedIn connections, hiring managers, or recruiters. Creates targeted messages using a hook + proof + proposal structure. Under 300 characters for connection requests. Use when someone says 'draft outreach', 'message the recruiter',/researchResearch a company before applying or interviewing. Get an intelligence brief with culture, financials, recent news, team structure, key contacts, and smart interview questions. Use when someone says 'research this company', 'tell me about', 'what do you know about', or 'prep me
Show all 10 skillsShow fewer
/scanScan company career pages for job openings that match your profile. Uses web search with site-scoped queries to find listings on Greenhouse, Lever, Ashby, SmartRecruiters, and other ATS platforms. Use when someone says 'scan for jobs', 'check careers page', 'find openings at',/tailor-resumeGenerate an ATS-optimized resume tailored to a specific job posting. Creates clean HTML you can print to PDF. Works for any industry. Use when someone says 'tailor my resume', 'make me a resume', 'create a resume for', or 'update my resume for'./trackView and update your job application tracker. See all applications, filter by status, update progress, and get statistics on your search. Use when someone says 'show my applications', 'how is my job search going', 'update status', or 'tracker'./triageQuick-score your pipeline of scan results. Ranks every role in your pipeline by fit and recommends which ones deserve a full evaluation. Use when someone says 'triage my pipeline', 'which scanned jobs should I apply to', 'rank my pipeline', or 'process my scan results'.
Commands
2/quick-evalQuick job evaluation. Paste a JD and get a score plus one-paragraph summary. Faster than a full evaluate. Use when someone says 'quick eval', 'quick score', or 'just give me a number'./setupSet up your job search profile. Paste your resume or answer a few questions. Takes 5 minutes. Needed before evaluating jobs.
README
1career-ops
A Claude Cowork plugin that turns your job search into a system. Evaluate job postings, generate ATS-optimized resumes, scan career portals, track applications, and more.
Works for any industry: tech, healthcare, finance, legal, creative, trades, and everything in between.
Adapted from santifer/career-ops for Claude Cowork.
Install
# Local development
claude --plugin-dir ./career-ops-plugin
# Or clone into your plugins directory
git clone https://github.com/andrewshwetzer/career-ops-plugin.git
Quick Start
- Install the plugin
- Say "set up my profile" and paste your resume
- Paste a job posting and say "evaluate this"
- Say "tailor my resume" for your top matches
- Say "help" anytime to see what's available
Skills
| Skill | What It Does | Try Saying |
|---|---|---|
| evaluate | Score a job posting A-F with detailed analysis | "Evaluate this job posting" |
| tailor-resume | ATS-optimized resume for a specific role | "Tailor my resume for Acme" |
| scan | Search company career portals | "Scan Stripe for openings" |
| triage | Quick-score pipeline from scan results | "Triage my pipeline" |
| track | Application tracker with stats | "Show my applications" |
| apply | Fill out application forms | "Help me with this application" |
| research | Company intelligence brief | "Research this company" |
| outreach | Draft LinkedIn/email messages | "Draft outreach to the hiring manager" |
| compare | Side-by-side opportunity comparison | "Compare my top options" |
How Evaluation Works
Paste a job posting (text or URL) and get a full A-F assessment:
- A. Executive Summary - Archetype, seniority, one-line verdict
- B. Background Match - Every JD requirement mapped to your experience
- C. Positioning Strategy - How to present yourself for this specific role
- D. Compensation & Market - Salary data and alignment check
- E. Tailoring Plan - Specific resume and LinkedIn changes to make
- F. Interview Prep - STAR stories mapped to JD requirements
Score from 1.0 to 5.0. Honest, not inflated.
Industry Support
15 archetypes with specialized evaluation lenses:
Technology, Finance, Healthcare, Legal, Creative/Marketing, Operations, Sales/BD, Education, Executive, Trades, Customer Success, People/HR, Government/Nonprofit, Scientific/R&D, Non-Software Engineering
Each archetype adjusts scoring weights and evaluation language for that industry.
Privacy
Your data stays local. The data/ directory (profile, applications, resumes)
is excluded from git via .gitignore. Nothing is sent to external services
beyond what Claude uses to help you (web searches for salary data, ATS API
calls for job scanning).
License
MIT. See ATTRIBUTION.md for credits.
File tree
25andrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2-View on GitHub
.claude-plugin/
plugin.json
.gitignore
agents/
batch-scanner.md
ATTRIBUTION.md
commands/
quick-eval.md
setup.md
LICENSE
README.md
references/
archetypes.md
ats-endpoints.md
ats-rules.md
profile-schema.md
resume-template.html
scoring-rubric.md
states.md
skills/
apply/
SKILL.md
compare/
SKILL.md
evaluate/
SKILL.md
help/
SKILL.md
outreach/
SKILL.md
research/
SKILL.md
scan/
SKILL.md
tailor-resume/
SKILL.md
track/
SKILL.md
triage/
SKILL.mdFAQ
career-ops is a Claude Code plugin with 10 hand-picked skills for productivity work, indexed on Flowy. Install it with the command on its page. It includes apply, compare, evaluate. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.
- What is career-ops?
- A Claude Cowork plugin that turns your job search into a system. Evaluate job postings, generate ATS-optimized resumes, scan career portals, track applications, and more.
- How do I install career-ops?
- Run these in Claude Code: npx -y skills add andrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2- --agent claude-code. Then prompt normally.
- Does career-ops auto-invoke its skills?
- Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.
- Is career-ops free?
- Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.