██████╗ ██████╗ ███████╗███╗   ██╗ █████╗ ██████╗ ██████╗ ██╗  ██╗   ██╗
██╔═══██╗██╔══██╗██╔════╝████╗  ██║██╔══██╗██╔══██╗██╔══██╗██║  ╚██╗ ██╔╝
██║   ██║██████╔╝█████╗  ██╔██╗ ██║███████║██████╔╝██████╔╝██║   ╚████╔╝ 
██║   ██║██╔═══╝ ██╔══╝  ██║╚██╗██║██╔══██║██╔═══╝ ██╔═══╝ ██║    ╚██╔╝  
╚██████╔╝██║     ███████╗██║ ╚████║██║  ██║██║     ██║     ███████╗██║   
 ╚═════╝ ╚═╝     ╚══════╝╚═╝  ╚═══╝╚═╝  ╚═╝╚═╝     ╚═╝     ╚══════╝╚═╝

Your job search. Your machine.
Zero cloud.

Open-source terminal agent that discovers roles, scores fit, tailors ATS-safe CVs, and drafts applications — 100% locally via Ollama.

✓ No cloud AI subscription✓ No API key required✓ No vendor lock-in✓ Full local control

$pip install openapply

→View Documentation

openapply — terminal

LIVE

manas@local:~$ █

Step:0/4

Inference:Local (Ollama)

Status:Ready

End-to-End Local Pipeline

From job discovery to application submission — entirely on your machine.

openapply pipeline --list-steps

6 STAGES

$ openapply pipeline --describe

[01]Job DiscoveryScans portals, deduplicates against DB & history

[02]10-Dimension Fit ScoringRole, skills, seniority, comp, geo, stage, PMF, growth, interview, timeline

[03]ATS CV GenerationKeyword extraction, bullet reordering, PDF via Playwright

[04]Human-Reviewed DraftingPrefills form fields — never auto-submits

[05]Parallel Batch ProcessingConcurrent queue, fault tolerant, resumable

[06]Outcome Learning LoopLogs results, adjusts scoring weights over time

$ openapply scan --auto # Full automated scan

$ openapply batch --min-score B --limit 20 # Batch pipeline

HITL Always

Privacy-first

●All data stays local • SQLite DB • No cloud uploads

Why openapply?

career-ops showed the world this is possible. openapply makes it accessible to everyone.

Privacy-First

CV, config, reports live locally. SQLite DB on your machine. Prompt execution via local Ollama — zero data sent to cloud.

$ openapply setup

Fit Scoring

Scores each role 1.0–5.0 across 10 dimensions. Grades A/B/C/D/F. Writes a markdown report to reports/.

$ openapply scan

ATS CV Generation

Extracts JD keywords, reorders bullets by relevance without deleting your content. Renders ATS-safe HTML to PDF.

$ openapply pipeline <url>

HITL Philosophy

AI analyzes. You decide. The system drafts and prefills — but a human must review before any application is marked applied.

$ openapply apply <url>

Batch Processing

Process queued URLs concurrently. Fault tolerant — one failure doesn't block the queue. Fully resumable.

$ openapply batch --min-score B

Outcome Learning

Log interview/rejection/offer/ghosted outcomes. Scoring weights in DB auto-adjust based on feedback patterns.

$ openapply learn <id> offer

Local Ollama Models

All inference runs locally through Ollama. No API keys. No subscriptions.

openapply model --list

OLLAMA LOCAL

$ ollama list

[1]●llama3.1:8b(evaluation)

Fast, low footprint — scoring & routing

[2]●qwen2.5:14b(generation)

Stronger CV/cover-letter drafting quality

[3]○any-local-model(custom)

Configurable via portals.yml

Guidance:

$ ollama pull llama3.1:8b # For scan/eval loops

$ ollama pull qwen2.5:14b # For CV/letter generation

$ openapply doctor # Verify model availability

100% Local

Zero cloud

●Use smaller models for volume loops • Larger models for final artifact quality

Ready to own your job search?

Install in two commands. Run entirely locally. Your data, your machine, your control.

Quick start

$pip install openapply

$openapply setup

$openapply doctor

$openapply scan --limit 5 --link-limit 30

★Star on GitHub

$ pip install openapply

Your job search. Your machine.Zero cloud.