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what is jobsmith fr?

kevin333353/jobsmith — explained in plain English

Analysis updated 2026-05-18

128PythonAudience · generalComplexity · 2/5LicenseSetup · easy

tl;dr

An open source multi-agent AI co-pilot for job hunting in Taiwan that finds jobs, checks your resume, builds custom application packages, and runs mock interviews.

vibe map

mindmap
  root((Jobsmith))
    What it does
      Finds job openings
      Checks resume
      Builds application packages
      Runs mock interviews
    Tech stack
      Python
      FastAPI
      LangGraph
      React
    Use cases
      Search Taiwan job boards
      Resume feedback
      Interview practice
    Audience
      Taiwan job seekers
      AI agent developers

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what do people make with this?

VIBE 1

Search multiple Taiwan job boards at once and see results ranked by fit with your resume.

VIBE 2

Get an instant checkup on your resume with specific suggestions for improvement.

VIBE 3

Generate a full application package, including resume, cover letter, and interview prep, for a specific job.

VIBE 4

Practice for an interview with AI generated questions based on the actual job description.

what's the stack?

PythonFastAPILangGraphReactTypeScript

how it stacks up fr

kevin333353/jobsmitharipath/arimandobingook/bingo
Stars128128128
LanguagePythonPythonPython
Setup difficultyeasymoderatemoderate
Complexity2/53/54/5
Audiencegeneralgeneraldeveloper

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · easy time til it works · 5min

Prebuilt Windows exe and macOS dmg need no setup, running from source needs Python 3.11+, Node.js, and a logged-in Claude Code or Codex CLI.

Apache 2.0 license: free to use, modify, and even use commercially, as long as you keep the license and copyright notices.

in plain english

Jobsmith is an open source AI job search assistant built specifically for the Taiwan job market. It uses multiple AI agents working together to help you find job openings, check your resume for common problems, generate a complete customized application package for a specific job, and even run a mock interview. After you upload your resume, the tool searches several popular Taiwan job sites at once, including 104, Yourator, LinkedIn, and Cake, and shows results as they come in, ranked by how well they match your resume. You can filter by city and how strong a match is. For any job you like, you can ask Jobsmith to build an application package: a customized resume, a cover letter, interview preparation notes, and background research on the company. This work happens in the background, so you can close the page or refresh it without losing progress, and you can run this process for several jobs at the same time. A separate page called My Application Packages lets you review, approve, or delete each package once it is ready, and export the finished resume as a Word document. For the mock interview feature, the tool asks questions based on the job description and your resume, giving feedback and a score after each answer, with a separate conversation for each job so multiple interview practice sessions do not interfere with each other. Jobsmith does not run its own servers to process your data. Instead, it connects to an AI engine you choose: a Claude Code or Codex CLI subscription already logged in on your computer, at no extra cost, a local model like Ollama or llama.cpp running on your own machine, or your own API key for any OpenAI compatible service. Your resume, job details, and search history are stored locally on your computer, and you can clear them at any time from settings. The app is available as a downloadable desktop program for Windows and macOS, or you can build and run it yourself from the source code using Python and Node.js. It is aimed at job seekers in Taiwan, as well as developers curious about how multi-agent AI systems can be built for a real world task.

prompts (copy fr)

prompt 1
Help me download and set up Jobsmith on Windows using the prebuilt executable.
prompt 2
Explain how Jobsmith uses my Claude Code subscription instead of needing an API key.
prompt 3
Walk me through generating an application package for a job posting with Jobsmith.
prompt 4
Show me how to switch Jobsmith to use a local Ollama model instead of a cloud AI.

Frequently asked questions

what is jobsmith fr?

An open source multi-agent AI co-pilot for job hunting in Taiwan that finds jobs, checks your resume, builds custom application packages, and runs mock interviews.

What language is jobsmith written in?

Mainly Python. The stack also includes Python, FastAPI, LangGraph.

What license does jobsmith use?

Apache 2.0 license: free to use, modify, and even use commercially, as long as you keep the license and copyright notices.

How hard is jobsmith to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is jobsmith for?

Mainly general.

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