Evaluates how well a candidate's resume matches a target job description (JD) and produces a clean, professional HTML assessment report. Parses the resume (v...
Documents
Jd Truth Detector
Try itReverse-engineer job descriptions: translate jargon ("5 years" → 3), infer company culture (red flags, vibes), match to your resume, detect negotiation signa...
What it does
Reverse-engineer job descriptions: translate jargon ("5 years" → 3), infer company culture (red flags, vibes), match to your resume, detect negotiation signals. Outputs Markdown + shareable HTML report. Works with any OpenAI-compatible LLM (Ollama, DeepSeek, OpenAI, etc.). Supports text paste (primary), URL scraping (BOSS/拉勾/LinkedIn), and file input (.txt/.md/.docx/.pdf).
The skill document
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 ""
# 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
| Dimension | What it does |
|---|---|
| 黑话翻译 | "5年经验" → 实际3年即可 |
| 公司体感 | 红旗词频率、技术成熟度、业务清晰度 |
| 简历匹配 | (可选) 对比 JD 和你的简历 |
| 议价信号 | 薪资透明度、职级明确性、急招信号 |
Privacy
JD + resume sent only to your configured LLM endpoint. No telemetry.
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