AI Agent Support

Let an AI agent run your job search in batches

JobMatchFlow now plugs directly into Claude Code and Codex. Instead of clicking through one application at a time, you open a session, hand the agent a batch of Preparing jobs, and it ranks, applies, tailors, and reports back through your own visible Chrome — nothing headless, nothing hidden.

JobMatchFlow plugin listing for Codex, with example prompts for checking setup, shortlisting jobs into Preparing, and syncing the inbox
The JobMatchFlow plugin, ready to install in Claude Code or Codex.
The six JobMatchFlow skills: Apply, Insights, Interview, Materials Setup, Job Ranking, and Tailor
Six focused skills — the agent picks the right one for what you ask.

Eight skills, one source of truth

JobMatchFlow stays the source of truth for your profile, resumes, jobs, and application status. Each skill is scoped narrowly, so the agent does one job well instead of improvising a workflow of its own — everything is read and written through JobMatchFlow's own data, never a scraped or invented copy of it.

Rank

JobMatchFlow Job Ranking

Interviews you once on preferences, saves the profile, then ranks untracked jobs and shortlists qualified matches into Preparing.

Apply

JobMatchFlow Apply

Runs application sessions — setup checks, inbox sync, ATS or webmail submission, and reconciling outcomes — through your visible Chrome.

Apply Fast

JobMatchFlow Apply Fast

A leaner pass through one or a few jobs: one resume for the whole batch, ATS resume-parse autofill, an inline-reviewed cover letter — still stops before the final submit.

Tailor

JobMatchFlow Tailor

Produces a truthful, tailored CV and cover letter for one job, with multi-stage review and local LaTeX rendering.

Cover Letter Fast

JobMatchFlow Cover Letter Fast

Just need a cover letter, not a full application? Generates one truthful, job-specific letter as a local Word file in a single fast pass.

Setup

JobMatchFlow Materials Setup

Checks, installs, or repairs the shared local LaTeX toolchain that tailored materials depend on — once per machine.

Insights

JobMatchFlow Insights

Read-only analysis of your application funnel, stage timing, targeting patterns, and outcomes from existing data.

Interview

JobMatchFlow Interview

Preps you from the exact snapshot that was submitted — the real resume, cover letter, and notes the employer received.

Open source, MIT licensed

The plugin behind all six skills is open source. It's an early, opinionated first draft — contributions, bug reports, and better prompts are all welcome.

github.com/leoqingyu/jobmatchflow-ai

Claude Code & Codex plugin, MCP bridge, and the full first-connection guides — released under the MIT license. Fork it, file an issue, or send a pull request to help it improve.

View on GitHub → Report an issue

Bring your own agent, or just use the app — JobMatchFlow works either way.

Start for free → Get the plugin →