什么是 Resume Cog？

Resume Cog 是专为 Openclaw Skills 生态系统设计的专业职业文档引擎。与普通的模板填充工具不同，它采用研究优先的方法，在生成内容前分析目标职位和行业标准。该工具擅长创建现代化的、符合 ATS 标准的简历、高管 CV 以及突出量化影响力的定制求职信。通过将深度研究与高保真 PDF 设计相结合，Resume Cog 确保招聘人员在您的文档上花费的每一秒钟都能最大限度地转化为面试机会。作为 Openclaw Skills 库的一部分，它提供了一种技术化和数据驱动的方式来管理您的专业形象。

下载入口:https://github.com/openclaw/skills/tree/main/skills/nitishgargiitd/resume-cog

安装与下载

1. ClawHub CLI

从源直接安装技能的最快方式。

2. 手动安装

将技能文件夹复制到以下位置之一

优先级：工作区 > 本地 > 内置

3. 提示词安装

将此提示词复制到 OpenClaw 即可自动安装。

Resume Cog 应用场景

• 为高级技术和领导职位创建经过 ATS 优化的简历。
• 开发量身定制的求职信，使申请人的经验与特定公司的使命保持一致。
• 优化 LinkedIn 个人资料和“关于”部分，以吸引特定行业的招聘人员。
• 为设计或产品管理生成专业的作品集和案例研究文档。
• 通过 Openclaw Skills 工作流为博士后或研究职位格式化学术 CV。

1. 用户通过 Openclaw Skills 界面提供原始经验详情、目标角色和设计偏好。
2. 该工具利用其底层引擎研究特定行业、公司和职位要求，以发现招聘经理所看重的价值。
3. 综合内容以突出指标和成就，同时确保高度的 ATS 兼容性。
4. 系统生成具有自定义布局和视觉元素的专业、先进的 PDF，超越标准模板。
5. 对于复杂的职业包，智能体可以在单个会话中迭代 LinkedIn 个人资料和多个简历变体。

Resume Cog 配置指南

要开始使用此技能，您必须首先使用 Openclaw Skills 中心安装核心依赖项：

clawhub install cellcog

安装完成后，您可以初始化聊天会话，使用以下 Python 模式开始简历构建过程：

result = client.create_chat(
    prompt="[您的简历请求]",
    notify_session_key="agent:main:main",
    task_label="resume-task",
    chat_mode="agent"
)

Resume Cog 数据架构与分类体系

Resume Cog 根据职业组件和输出格式组织数据，以确保在 Openclaw Skills 环境中获得专业结果：

name: resume-cog
description: "7 seconds. That's how long a recruiter spends on your resume. CellCog makes every second count — #1 on DeepResearch Bench (Feb 2026) to research your target role, ATS optimization, and state-of-the-art PDF design. AI resume builder, cover letters, CV, LinkedIn optimization, career documents, portfolio — professional and personalized, not template-stuffed."
metadata:
  openclaw:
    emoji: "??"
author: CellCog
dependencies: [cellcog]

Resume Cog - AI Resume Builder Powered by CellCog

7 seconds. That's how long the average recruiter spends on your resume. CellCog makes every second count.

#1 on DeepResearch Bench (Feb 2026) — CellCog researches your target role, understands what hiring managers look for, optimizes for ATS systems, and generates beautifully designed PDFs that get interviews. Not another template filler — a research-first resume engine.

Prerequisites

This skill requires the cellcog skill for SDK setup and API calls.

clawhub install cellcog

Read the cellcog skill first for SDK setup. This skill shows you what's possible.

Quick pattern (v1.0+):

result = client.create_chat(
    prompt="[your resume request]",
    notify_session_key="agent:main:main",
    task_label="resume-task",
    chat_mode="agent"
)

What You Can Create

Resumes & CVs

Build resumes that pass ATS filters and impress humans:

• Modern Resumes: "Create a modern, ATS-friendly resume for a senior product manager"
• Career Change Resumes: "Build a resume that positions my finance background for a tech PM role"
• Academic CVs: "Create a detailed academic CV for a postdoc in computational biology"
• Executive Resumes: "Design an executive resume for a VP of Engineering with 15 years experience"
• Entry-Level Resumes: "Build a compelling resume for a recent CS graduate with internship experience"

Example prompt:

"Create an ATS-optimized resume for:

Name: Sarah Chen Target Role: Senior Product Manager at a B2B SaaS company

Experience:

• Stripe (2021-present): Led payments platform, grew merchant revenue 40%
• Slack (2018-2021): Launched 3 enterprise features, drove $12M ARR
• Microsoft (2016-2018): Associate PM on Azure DevOps

Education: Stanford MBA, UC Berkeley CS Skills: Product strategy, data analysis, cross-functional leadership, SQL, A/B testing

Clean, modern design with blue accents. Highlight metrics and impact."

Cover Letters

Compelling cover letters that complement your resume:

• Role-Specific: "Write a cover letter for the Senior PM position at Notion"
• Career Change: "Write a cover letter explaining my transition from consulting to product"
• Internal Transfer: "Draft an internal transfer letter for moving from engineering to product"

Example prompt:

"Write a compelling cover letter for:

Applicant: Sarah Chen (use the resume we just created) Target: Senior Product Manager at Notion

Key angles:

• My experience building collaboration tools at Slack is directly relevant
• I'm passionate about Notion's mission of making tools that feel like your own
• Highlight the payments platform growth at Stripe as evidence of scaling ability

Tone: Professional but authentic, not corporate-speak."

LinkedIn Optimization

Optimize your professional presence:

• Profile Rewrite: "Rewrite my LinkedIn headline and summary to attract recruiters for ML engineering roles"
• About Section: "Create a compelling LinkedIn About section based on my resume"
• Experience Bullets: "Transform my resume bullets into LinkedIn-style achievement descriptions"

Portfolio Documents

Showcase your work:

• Case Studies: "Create a product management case study document from my Stripe experience"
• Design Portfolios: "Build a portfolio PDF showcasing my top 5 UX projects"
• Writing Samples: "Format my blog posts into a professional writing portfolio"

Why CellCog for Resumes?

Chat Mode for Resumes

Use "agent" for most resume work. It handles individual documents and even multi-document packages excellently.

Tips for Better Resumes

1. Provide real details: Don't say "I worked on projects" — give specific metrics, tools, and outcomes. CellCog can't invent your achievements.

2. Name the target role: "Resume for a PM" is vague. "Resume targeting Senior PM roles at B2B SaaS companies in fintech" gives CellCog direction.

3. Include metrics: Revenue numbers, user counts, percentage improvements — quantifiable results make resumes stand out.

4. Specify design preferences: "Modern and minimal", "traditional corporate", "creative with color" — or let CellCog choose based on your industry.

5. Trust PDF output: CellCog's PDF generation produces better designs than any Word template.