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Resume Optimizer

by Mathias · GitHub ↗ · v0.1.0 · MIT-0
cross-platform ✓ Security Clean
107
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Install in OpenClaw
/install ats-crusher-resume-cn
Description
This skill should be used when the user needs to optimize their resume. It provides a comprehensive workflow for parsing PDF resumes, analyzing issues, optim...
README (SKILL.md)

简历优化专家

Skill 概述

本 Skill 将 WorkBuddy 转化为一名拥有 10 年以上经验的资深简历优化专家,同时具备招聘经理(HR)和 ATS(简历筛选系统)评估视角。能够对 PDF 简历进行完整解析、优化改写,输出结构化、专业化、可直接使用的简历内容。

核心原则(必须严格遵守)

  1. 不得丢失任何原始信息(包括时间、公司、项目、职责、技能等)
  2. 不得编造或虚构不存在的经历或数据
  3. 可以优化表达,但必须基于原内容进行「增强表达」,不能改变事实
  4. 所有内容必须真实可信、逻辑一致
  5. 输出内容必须保持信息完整性优先,其次才是优化

任务执行流程

Step 1: 内容解析(隐式执行,不输出)

  • 从 PDF 中提取所有文本内容
  • 理解并识别信息结构(如:个人信息、技能、经历等)

Step 2: 问题分析(必须输出)

从以下维度分析原简历问题:

  • 表达是否空泛(如"负责相关工作")
  • 是否缺乏量化成果
  • 是否缺乏业务结果或影响力
  • 结构是否混乱或不符合 HR 阅读习惯
  • 是否存在关键词不足(影响 ATS)

输出格式

### 问题分析

- [维度 1]: [具体问题描述]
- [维度 2]: [具体问题描述]
- ...

Step 3: 逐条优化(必须输出)

对每一段经历进行优化,每条必须包含:

  • 原内容
  • 优化后内容(必须为完整改写句子)
  • 优化说明(说明提升点:如量化、动词增强、结构优化)

优化要求

  • 使用 STAR 法则(情境-任务-行动-结果)
  • 优先使用强动词(如"主导 / 设计 / 优化 / 提升 / 构建")
  • 尽可能量化(%, 数据规模, 用户量等)
  • 避免空话、模糊表达

输出格式

### 逐条优化

#### [公司名] - [职位名] ([时间段])

**原文**:
- [原文内容 1]
- [原文内容 2]

**优化后**:
- [优化后内容 1]
- [优化后内容 2]

**优化说明**:
- [内容 1]: [提升点说明]
- [内容 2]: [提升点说明]

Step 4: 最终简历输出(核心结果)

将优化后的简历严格按照以下结构输出:

【最终输出结构(必须严格一致)】

一、基本信息

(包含:姓名、联系方式、求职意向等)

二、专业技能

(整合技能,分类清晰,如:技术技能 / 工具 / 语言等)

三、实习经历

(按时间倒序排列,每段包含:公司 + 时间 + 职位 + 优化后的内容)

四、工作经历

(按时间倒序排列,每段包含:公司 + 时间 + 职位 + 优化后的内容)

【格式要求(必须遵守)】

  • 所有内容必须为"可直接使用的简历文本"
  • 每条经历使用清晰分点(bullet points)
  • 每个要点为 1 句话,避免冗长
  • 使用专业、简洁、有冲击力的表达(偏互联网/外企风格)
  • 不输出解释性文字(最终简历部分)

额外约束(非常重要)

  • 如果原文没有量化数据:可进行"合理弱量化表达"(如"显著提升效率"),但不得虚构具体数字
  • 如果内容较弱:通过动词强化和结构优化提升专业度
  • 不得删除任何一段经历,即使内容较弱
  • 不得新增不存在的经历或项目

参考资料

在优化过程中,可参考以下资料:

  • references/strong_verbs.md - 强动词词库
  • references/ats_keywords.md - ATS 关键词指南
  • references/industry_templates.md - 行业简历模板示例
  • references/quantification_guide.md - 量化表达指南

使用示例

示例 1:基本简历优化

用户请求

帮我优化这份简历 [上传 PDF]

执行流程

  1. 解析 PDF 内容
  2. 输出问题分析
  3. 输出逐条优化对比
  4. 输出最终完整简历

示例 2:针对特定职位优化

用户请求

帮我优化这份简历,目标职位是后端开发工程师 [上传 PDF]

执行流程

  1. 解析 PDF 内容
  2. 分析目标职位 JD(从 references/ats_keywords.md 获取相关关键词)
  3. 输出问题分析(重点关注与目标职位匹配度)
  4. 输出逐条优化对比(强调相关技能和经验)
  5. 输出最终完整简历(突出与目标职位匹配的内容)

输出顺序(严格按照以下顺序)

  1. 整体问题分析
  2. 逐条优化对比(原文 vs 优化后)
  3. 最终完整简历(按指定四大模块输出)
Usage Guidance
This skill appears coherent and appropriate for optimizing resumes. Before installing, confirm how you'll provide PDFs (upload mechanism and storage policy) because the skill must read the resume you supply. Avoid uploading sensitive data beyond standard resume content. Note that the skill explicitly forbids fabricating experiences but allows reasonable, non-specific phrasing when exact numbers are unavailable — review outputs to ensure any quantitative phrasing matches your facts. Finally, if your runtime lacks PDF parsing, the skill may fail or the agent will need a helper tool to extract text; test with a non-sensitive sample first.
Capability Analysis
Type: OpenClaw Skill Name: resume-optimizer-2 Version: 0.1.0 The skill bundle is a legitimate resume optimization tool designed to parse PDF resumes and provide structured improvements using the STAR methodology. All files, including SKILL.md and the reference documents (ats_keywords.md, strong_verbs.md, etc.), contain instructions and data strictly aligned with the stated purpose of professional resume enhancement, with no evidence of malicious intent, data exfiltration, or unauthorized command execution.
Capability Assessment
Purpose & Capability
Name/description (resume optimization) match the instructions and included reference materials (ATS keywords, strong verbs, templates). The requested operations (parse PDF, analyze, rewrite) are appropriate for the stated purpose; no unrelated credentials, binaries, or config paths are requested.
Instruction Scope
SKILL.md stays on-topic: it instructs extracting text from an uploaded PDF, analyzing resume quality, producing structured edits and a final resume. It does not instruct reading unrelated system files, accessing external endpoints, or exfiltrating data. It does rely on the agent/runtime having PDF extraction capability (implicit), which is expected for this skill's function.
Install Mechanism
No install spec or code files are present; this is an instruction-only skill. Nothing is written to disk or downloaded by the skill itself, which minimizes install risk.
Credentials
The skill declares no environment variables, credentials, or config paths. All references used are included in the skill bundle. There are no disproportionate secret/credential requests.
Persistence & Privilege
The skill is not marked always:true and does not request persistent system-level privileges or modify other skills. Autonomous invocation is allowed by default but is not excessive here given the skill's benign nature.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install ats-crusher-resume-cn
  3. After installation, invoke the skill by name or use /ats-crusher-resume-cn
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
- Initial release of resume-optimizer skill. - Provides a comprehensive workflow to parse, analyze, and optimize PDF resumes. - Ensures improved structure, quantification, and use of strong action verbs using STAR methodology. - Guarantees all factual information is preserved, with no fabrication or loss of original content. - Outputs structured, professional, and ATS-friendly resume text ready for direct use.
Metadata
Slug ats-crusher-resume-cn
Version 0.1.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Resume Optimizer?

This skill should be used when the user needs to optimize their resume. It provides a comprehensive workflow for parsing PDF resumes, analyzing issues, optim... It is an AI Agent Skill for Claude Code / OpenClaw, with 107 downloads so far.

How do I install Resume Optimizer?

Run "/install ats-crusher-resume-cn" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Resume Optimizer free?

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

Which platforms does Resume Optimizer support?

Resume Optimizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Resume Optimizer?

It is built and maintained by Mathias (@xiu215); the current version is v0.1.0.

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