jd-truth-detector

Reverse-engineer job descriptions across 4 dimensions: jargon translation, company culture inference, resume match analysis, negotiation signals.

Quick Start

pip install -r requirements.txt

# Analyze from text
python scripts/jd_analyze.py --jd-text "<paste JD here>"

# From URL (experimental)
python scripts/jd_analyze.py --jd-url "https://www.zhipin.com/job_detail/..."

# With resume
python scripts/jd_analyze.py --jd-file jd.txt --resume-file resume.md

Configuration

export JTD_BASE_URL=http://localhost:11434/v1
export JTD_API_KEY=ollama
export JTD_MODEL=qwen2.5:72b

Or ~/.config/jd-truth-detector/config.yaml:

base_url: https://api.deepseek.com/v1
api_key: sk-...
model: deepseek-chat

Four Dimensions

Privacy

JD + resume sent only to your configured LLM endpoint. No telemetry.