Description

简历筛选 / 招聘筛选 / 候选人评估 / resume screening / applicant screening。HR招聘经理、人力资源专员、猎头顾问的核心筛选工具，快速对标岗位要求进行结构化打分与排名。支持批量处理校招/社招/猎头推荐，设定必要条件与加分项，自动生成候选人对比表与面试优先级。场景覆盖：简...

README (SKILL.md)

简历筛选与候选人评分

Name: Applicant Screening Zh
Author: olina1ye

帮助HR及招聘负责人快速将候选人简历与岗位要求进行结构化比对，输出评分、排名及建议，提升招聘效率。

Tools Required

extract_text_from_pdf
extract_text_from_docx
analyze_document_structure

Usage

"帮我筛选这5份简历，岗位是Java后端开发，要求5年以上经验、熟悉Spring Cloud"
"对比这批候选人和我们的产品经理岗位要求，给出匹配度评分和面试优先级"
"这份简历符合我们高级数据分析师的招聘标准吗？请逐项对照评估"

Examples

输入：岗位要求：3年以上Python开发经验（必须）、熟悉机器学习框架（加分）、本科及以上学历（必须）候选人简历：张三，本科计算机，4年Python经验，有TensorFlow项目经历

输出：

候选人评估报告：张三 × 数据开发工程师

要求项	权重	候选人情况	得分
Python经验（≥3年）	40%	4年 ✅	40/40
机器学习框架	30%	TensorFlow项目经历 ✅	27/30
本科及以上学历	20%	本科计算机 ✅	20/20
其他加分项	10%	暂无	0/10

综合得分：87/100 建议：优先安排技术面试 关注点：机器学习为项目经历，建议面试中确认深度

Usage Guidance

This skill appears safe to install as an instruction-only resume screening aid. Use it only with applicant data you are authorized to process, review its scoring for fairness and accuracy, and avoid treating automated rankings as final hiring decisions.

Capability Analysis

Type: OpenClaw Skill Name: applicant-screening-zh Version: 1.0.1 The skill bundle 'applicant-screening-zh' is a legitimate tool designed for HR resume screening and candidate evaluation. It contains only metadata and markdown instructions (SKILL.md) that guide the AI agent to use standard document extraction tools to score and rank candidates based on job requirements. No malicious code, data exfiltration, or prompt injection attempts were found.

Capability Assessment

ℹ Purpose & Capability

The skill's stated purpose is resume screening and candidate scoring, and its examples match that purpose. Because it ranks applicants, users should treat outputs as decision support rather than final hiring decisions.

✓ Instruction Scope

The instructions are user-invoked examples for comparing resumes to job requirements; there are no prompt-override, hidden-control, or autonomous-action instructions in the provided artifact.

ℹ Install Mechanism

There is no install spec or code. The SKILL.md references document-extraction tools, so users should ensure any runtime tools supplied by their environment are trusted.

ℹ Credentials

Processing PDF/DOCX resumes is proportional to the purpose, but resumes commonly contain personal data, so users should handle files and generated reports according to privacy and hiring policies.

✓ Persistence & Privilege

The artifacts declare no credentials, environment variables, background jobs, persistent storage, account access, or privileged local operations.

Version History

v1.0.1

- 优化了描述，突出批量处理、岗位匹配、人才评估等功能，提高关键词覆盖。 - 丰富了标签，更好支持招聘筛选和HR工具搜索场景。 - 强调用户常搜场景，并细化适用人群和实际应用类型。 - 未涉及核心功能变化，仅文档及说明内容更新。

v1.0.0

- 首次发布：上线简历筛选与候选人评估工具，支持中文招聘场景。 - 支持批量筛选简历、设定必要条件与加分项、输出候选人对比表。 - 适用于校招、社招、猎头等多类招聘场景。 - 提供结构化评分、候选人排名及面试优先级建议。 - 示例覆盖岗位匹配度分析、评分表输出等实际应用场景。

Metadata

Slug applicant-screening-zh

Version 1.0.1

License MIT-0

All-time Installs 1

Active Installs 1

Total Versions 2

Frequently Asked Questions

What is Applicant Screening Zh?

简历筛选 / 招聘筛选 / 候选人评估 / resume screening / applicant screening。HR招聘经理、人力资源专员、猎头顾问的核心筛选工具，快速对标岗位要求进行结构化打分与排名。支持批量处理校招/社招/猎头推荐，设定必要条件与加分项，自动生成候选人对比表与面试优先级。场景覆盖：简... It is an AI Agent Skill for Claude Code / OpenClaw, with 126 downloads so far.

How do I install Applicant Screening Zh?

Run "/install applicant-screening-zh" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Applicant Screening Zh free?

Yes, Applicant Screening Zh is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Applicant Screening Zh support?

Applicant Screening Zh is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Applicant Screening Zh?

It is built and maintained by Olina1Ye (@olina1ye); the current version is v1.0.1.

More Skills

Applicant Screening Zh