JobOps

Self-hosted job search orchestration: discover roles from multiple sources, score fit with your profile, draft tailored resumes and cover letters, export PDFs, and track application email—you still submit applications yourself; JobOps prepares the work and keeps state organized.

Licensed under AGPLv3 + Commons Clause — see LICENSE.

What’s in this repo

Area	Role
orchestrator/	Express API, SQLite + Drizzle, pipeline, React (Vite) UI, LLM integrations, Reactive Resume PDF flow
shared/	Shared TypeScript types and settings registry
docs-site/	Docusaurus user and developer documentation
extractors/	Per-source crawlers (Adzuna, Gradcracker, UK Visa Jobs, Hiring Café, Startup Jobs, JobSpy helpers, etc.)

Root package.json is an npm workspace root; day-to-day app commands usually run under orchestrator/.

Features (high level)

• Sources: Multiple boards and aggregators (exact list evolves; see docs and extractor packages).
• Scoring & tailoring: LLM compares jobs to your resume profile; optional drafts for summary, headline, skills, and project selection. The scorer enforces hard caps when deal-breakers fire (e.g. clearance/citizenship conflicts cap score to 0-15) and includes candidate name and location in the profile sent to the model.
• Cover letters: LLM-generated, profile-aware cover letters. The prompt uses the full job-search profile (experience level, target roles, must-have and nice-to-have skills, work arrangement, location, salary, industries, deal-breakers) and produces 4-5 paragraphs (~550 words) signed with the candidate's name.
• Job notes: Per-listing personal notes with debounced auto-save, available in Discovered, Ready, and detail panels.
• PDFs: Tailored exports via Reactive Resume (v4 or v5 API). Optional local JSON resume (JOBOPS_LOCAL_RESUME_PATH or Settings) as the base document for profile/tailoring; PDF export still uses RxResume when configured.
• Pipeline: Scheduled or manual runs (POST /api/pipeline/run, webhook trigger).
• Post-application: Optional Gmail-based inbox for interview/offer/rejection signals.
• Job list filters (orchestrator UI): Narrow the pipeline job list by multiple sources and countries (country is inferred from each listing’s location text). Filters sync to the URL (source, sourceExclude, countries, countriesExclude). Each source/country chip cycles off → include → exclude (exclude shows in red); listings marked remote still pass country include/exclude rules.
• Bulk actions: Select-all / batch actions support up to 2 500 jobs per request (raised from 100).
• Data: SQLite and generated artifacts under ./data (default in Docker).

Requirements

• Node.js 22 (see package.json / Volta pin) for local development.
• Docker + Compose v2 for the recommended production-style run.

Quick start (Docker)

git clone <your-repo-url>
cd Jobber

cp .env.example .env
# Edit .env: MODEL / LLM keys, Reactive Resume or local resume path, optional BASIC_AUTH, etc.

docker compose up -d --build

• UI: http://localhost:3005 (host port mapped in docker-compose.yml; app listens on 3001 inside the container).
• Health: GET /health on the same origin.

Persist data by backing up the mounted ./data directory.

Local development

From the repository root:

npm install

Then use the orchestrator workspace (see orchestrator/README.md for API tables and scripts):

cd orchestrator
cp .env.example .env
npm run db:migrate
npm run dev

Typical dev URLs: API http://localhost:3001, Vite client http://localhost:5173.

Configuration notes

• LLM: Configurable provider (OpenRouter default; also OpenAI, OpenAI-compatible endpoints, Gemini, Ollama, LM Studio, etc.). Keys can be set in .env or onboarding.
• Reactive Resume: v5 API key or v4 email/password; optional self-hosted RXRESUME_URL. Full behavior is documented in the docs site under Reactive Resume.
• Local resume JSON: Set JOBOPS_LOCAL_RESUME_PATH (or the Settings field) to a Reactive Resume–shaped export so you do not need a selected cloud “base resume” for profile and tailoring. PDF generation still performs a temporary import/print through RxResume when credentials are present.

Documentation

Resource	Contents
docs-site/	User-facing guides (build with npm run docs:dev from repo root)
orchestrator/README.md	Orchestrator layout, endpoints, dev commands
DEPLOY_GITEA_VM_CRON_TELEGRAM.md	VM/container deploy, cron, optional Telegram
AGENTS.md	API/logging/SSE conventions for contributors and automation

Deploy, cron, Telegram

See DEPLOY_GITEA_VM_CRON_TELEGRAM.md for production deploy, scheduling POST /api/pipeline/run, and optional notifications.

Verification (CI parity)

From the repo root, before merging substantial changes:

./orchestrator/node_modules/.bin/biome ci .
npm run check:types:shared
npm --workspace orchestrator run check:types
npm --workspace orchestrator run build:client
npm --workspace orchestrator run test:run

(Additional workspace typechecks apply in CI; see AGENTS.md.)

License

AGPLv3 + Commons Clause — you may self-host, use, and modify; you may not sell the software or offer paid hosting or support whose value substantially comes from this codebase. See LICENSE.