glmv-resume-screen
Screen and evaluate resumes against criteria using ZhiPu GLM-V multimodal model. Reads multiple resume files (PDF/DOCX/TXT), compares against user-defined screening criteria, and outputs a Markdown table with pass/fail analysis. Use when the user wants to filter resumes, compare candidates, or batch-evaluate job applications.
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Install
Works with every agent the skills CLI supports.
npx skills add https://modelscope.cn --skill glmv-resume-screen- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads glmv-resume-screen automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
GLM-V Resume Screening Skill
Batch-read resumes and screen candidates against your criteria using the ZhiPu GLM-V multimodal model.
When to Use
- Filter/screen multiple resumes against specific criteria
- User mentions "筛选简历", "评估候选人", "简历筛选", "resume screening", "filter candidates"
- Compare candidates for a job position
- Batch-evaluate job applications
Supported Input Types
| Type | Formats | Max Count | Source |
|---|---|---|---|
| Resume (URL) | pdf, docx, txt | 50 | URL |
| Resume (Local) | pdf only | pages ≤ 50 total | Local path |
Local PDF / 本地 PDF: Local PDF files are converted page-by-page into images (base64) before sending to the model.
PyMuPDFis required (pip install PyMuPDF). URL files support full formats including pdf/docx/txt. 本地 PDF 会自动逐页转为图片（base64）传给模型，需要安装PyMuPDF（pip install PyMuPDF）。URL 文件支持 pdf/docx/txt 等全格式。
📋 Output Display Rules (MANDATORY)
After running the script, you must display the complete screening result (Markdown table) exactly as returned. Do not summarize, truncate, or only say "screening completed". Users need each candidate's detailed analysis to decide.
- Show the full Markdown table (index, name, pass/fail, match level, reasoning)
- If output was saved (
-o), provide the file path and show file content - If screening output is empty, explain why
Resource Links
| Resource | Link |
|---|---|
| Get API Key | https://bigmodel.cn/usercenter/proj-mgmt/apikeys |
| API Docs | Chat Completions / 对话补全 |
Prerequisites
API Key Setup / API Key 配置（Required / 必需）
This script reads the key from the ZHIPU_API_KEY environment variable and shares it with other Zhipu skills.
脚本通过 ZHIPU_API_KEY 环境变量获取密钥，与其他智谱技能共用同一个 key。
Get Key / 获取 Key： Visit Zhipu Open Platform API Keys / 智谱开放平台 API Keys to create or copy your key.
Setup options / 配置方式（任选一种）：
-
OpenClaw config (recommended) / OpenClaw 配置（推荐）： Set in
openclaw.jsonunderskills.entries.glmv-resume-screen.env:"glmv-resume-screen": { "enabled": true, "env": { "ZHIPU_API_KEY": "你的密钥" } } -
Shell environment variable / Shell 环境变量： Add to
~/.zshrc:export ZHIPU_API_KEY="你的密钥"
💡 If you already configured another Zhipu skill (for example
zhipu-toolsorglmv-caption), they share the sameZHIPU_API_KEY, so no extra setup is needed. 💡 如果你已为其他智谱 skill（如zhipu-tools、glmv-caption）配置过 key，它们共享同一个ZHIPU_API_KEY，无需重复配置。
How to Use
Basic Screening
python scripts/resume_screen.py \
--files "https://example.com/resume1.pdf" "https://example.com/resume2.docx" \
--criteria "3年以上工作经验，有Python开发经验，有大型项目管理经验"
Save as Markdown
python scripts/resume_screen.py \
--files "https://example.com/resume1.pdf" "https://example.com/resume2.docx" \
--criteria "本科以上学历，5年后端开发经验" \
--output result.md
Save as JSON
python scripts/resume_screen.py \
--files "https://example.com/resume1.pdf" "https://example.com/resume2.docx" \
--criteria "有机器学习经验" \
--output result.json --pretty
Custom System Prompt
python scripts/resume_screen.py \
--files "https://example.com/resume1.pdf" \
--criteria "前端开发岗位，3年经验" \
--system-prompt "你是一位资深技术面试官，特别关注候选人的项目深度和技术选型能力"
Output Example
The model outputs a Markdown table like this:
| 序号 | 候选人姓名 | 是否符合 | 符合程度 | 原因分析 |
| ---- | ---------- | ----------- | -------- | ----------------------------------------------------------- |
| 1 | 张三 | ✅ 符合 | 高 | 5年后端经验，熟练使用Python和Django，主导过3个大型项目 |
| 2 | 李四 | ❌ 不符合 | 低 | 仅1年开发经验，主要使用Java，无Python经验 |
| 3 | 王五 | ⚠️ 部分符合 | 中 | 3年Python经验但无项目管理经验，技术栈匹配但缺乏大型项目经历 |
CLI Reference
python scripts/resume_screen.py --files FILE [FILE...] --criteria CRITERIA [OPTIONS]
| Parameter | Required | Description |
|---|---|---|
--files, -f | ✅ | Resume file URLs (pdf/docx/txt, URL only, max 50) |
--criteria, -c | ✅ | Screening criteria text |
--model, -m | No | Model name (default: glm-4.6v) |
--system-prompt, -s | No | Custom system prompt (default: professional HR assistant) |
--temperature, -t | No | Sampling temperature 0-1 (default: 0.3) |
--max-tokens | No | Max output tokens (default: 4096) |
--output, -o | No | Save result to file (.md for markdown, .json for JSON) |
--pretty | No | Pretty-print JSON output |
Error Handling
API key not configured: → Guide user to configure ZHIPU_API_KEY
Authentication failed (401/403): → API key invalid/expired → reconfigure
Rate limit (429): → Quota exhausted → wait and retry
Local path provided: → Error: only URLs supported
Content filtered: → warning field present → content blocked by safety review
Timeout: → Resumes too large or too many → reduce file count
FAQ
What does the glmv-resume-screen skill do?
Screen and evaluate resumes against criteria using ZhiPu GLM-V multimodal model. Reads multiple resume files (PDF/DOCX/TXT), compares against user-defined screening criteria, and outputs a Markdown table with pass/fail analysis. Use when the user wants to filter resumes, compare candidates, or batch-evaluate job applications.
How do I install glmv-resume-screen?
Run npx skills add https://modelscope.cn --skill glmv-resume-screen in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/glmv-resume-screen/ (personal) or .claude/skills/glmv-resume-screen/ (project).
Which AI agents can use glmv-resume-screen?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is glmv-resume-screen safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains glmv-resume-screen?
It is published by modelscope.cn in modelscope.cn. It has 299 recorded installs.
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