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jobtracker

Score job postings, tailor resumes, and track applications with AI agents. Agents and skills for the coding agent you already use, paired with a local CLI (jobtracker, or jta). Your job-search data — scores, applications, resume content, preferences — lives in its own directory you control, never inside this package.

Quick Install

curl -fsSL https://jpatrickb.github.io/jobtracker/install.sh | bash

Installs via uv or pip, then launches the setup wizard: picks a data directory, then offers to run npx jobtracker-agents — pick which coding agent(s) you use and it installs the right files for each, plus your skills. On Claude Code or Codex, it can then drop you straight into a live session that's already running the preferences-onboarding skill, so the interview (hard gates, qualitative preferences, resume import, rubric weights) starts immediately. Not on Node? The wizard prints the equivalent manual commands instead — see Supported Platforms below.

Supported Platforms

npx jobtracker-agents

Lets you pick which agent(s) you use (Claude Code, Codex, Kilo Code, Cursor, Pi) and installs the right files for each, then offers to install skills too. This is what the setup wizard runs for you; run it yourself anytime to add another agent later, or if you skipped it during setup.

Platform Agents Manual install (if you'd rather not use npx jobtracker-agents)
Claude Code agents/ /plugin marketplace add jpatrickb/jobtracker then /plugin install jobtracker@jobtracker-marketplace
Codex .codex/agents/ auto-discovered
Kilo Code .kilo/agents/ auto-discovered
Cursor cursor-agents/ /add-plugin jpatrickb/jobtracker (run inside Cursor — this one can't be scripted, jobtracker-agents just prints it too)
Pi pi/agents/ see linked docs

Skills need no per-platform port — npx skills add jpatrickb/jobtracker installs all 4 (resume-update, resume-onboarding, submit-application, preferences-onboarding) on any of the above via Agent Skills. jobtracker-agents offers to run this for you too.

AGENTS.md (not CLAUDE.md) is the data directory's instructions file — an agent-agnostic convention several tools converge on.

Manual Setup

pip install jobtracker   # or: uv tool install jobtracker / pipx install jobtracker
jobtracker setup         # or: jobtracker init [path] for a non-interactive equivalent
PDF builds Typstbrew install typst

Then run npx jobtracker-agents (or see Supported Platforms above for manual steps).

What's Inside

Agents — dispatch directly, run several in parallel, one instance per posting.

Agent What it does
job-scorer Scores a posting against your rubric and hard gates, logs it to the tracker.
tailor-application Builds a tailored resume + cover letter for one posting. Ends with NEEDS REVIEW — dispatch resume-reviewer next.
resume-reviewer Independent second pass on any resume or cover letter draft.

Skills — conversational, run inline in your session, not for bulk dispatch.

Skill What it does
preferences-onboarding Interviews you to set up hard gates, qualitative preferences, and the rubric — usually the first skill you run, often auto-launched right after install.
resume-update General master-resume maintenance.
resume-onboarding One-time interview that builds your evidence ledger (EVIDENCE.md, BULLETS.md).
submit-application Pre-submit checklist, then a human-confirmation gate before marking a job Applied.

The Rule

No claim, number, or rewrite goes on a resume or cover letter unless it traces to a verified item in your evidence ledger, a measured value, or a signed-off estimate. Every agent and skill defers to this.

Data Directory

~/JobTracker/
├── .jobtracker/          # applications.json database
├── RUBRIC.md              # scoring weights
├── PREFERENCES.md         # hard gates + preferences
├── SCORING.md              # scoring-stack version
├── corrections.md           # scoring corrections log
├── anchors/                  # calibration jobs
├── listings/                  # posting text + extracted facts
├── inbox/                      # postings waiting to be scored
├── applications/                # one folder per tailored application
├── resume/                       # EVIDENCE.md, BULLETS.md, VOICE.md (optional)
└── AGENTS.md, CLAUDE.md            # agent instructions (CLAUDE.md is a symlink)

Customizing

Default Where
Resume length (1 page) resume-reviewer's instructions
Cover-letter policy (only when asked) tailor-application's instructions
Status lifecycle a constant in the CLI source
Scoring model model: in job-scorer's frontmatter

License

MIT

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