Resume Cog

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name: resume-cog description: "AI resume and cover letter generation powered by CellCog. ATS-optimized resumes, CVs, cover letters, LinkedIn profiles, career documents — PDF or DOCX. Research-first approach that analyzes target roles before writing." metadata: openclaw: emoji: "📝" os: [darwin, linux, windows] requires: bins: [python3] env: [CELLCOG_API_KEY] author: CellCog homepage: https://cellcog.ai dependencies: [cellcog]

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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 (Apr 2026) — CellCog researches your target role, understands what hiring managers look for, optimizes for ATS systems, and generates beautifully designed resumes — PDF for polished presentation or DOCX when ATS systems require Word format. Not another template filler — a research-first resume engine.

How to Use

For your first CellCog task in a session, read the cellcog skill for the full SDK reference — file handling, chat modes, timeouts, and more.

OpenClaw (fire-and-forget):

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

All agents except OpenClaw (blocks until done):

from cellcog import CellCogClient
client = CellCogClient(agent_provider="openclaw|cursor|claude-code|codex|...")
result = client.create_chat(
    prompt="[your task prompt]",
    task_label="my-task",
    chat_mode="agent",
)
print(result["message"])

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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"

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Why CellCog for Resumes?

| Generic Resume Builders | CellCog Resume Cog | |------------------------|-------------------| | Pick a template, fill in blanks | Researches your target role first | | Same advice for everyone | Tailored to specific companies and industries | | Basic ATS keyword stuffing | Deep understanding of what ATS systems scan for | | Template designs | State-of-the-art PDF generation, custom every time | | Text only | Can include charts, visual elements, custom layouts |

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Chat Mode for Resumes

| Scenario | Recommended Mode | |----------|------------------| | Single resume or cover letter | "agent" | | Complete career package (resume + cover letter + LinkedIn + portfolio) | "agent" | | Career strategy with multiple role-specific resume variants | "agent team" |

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

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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. Choose your format: PDF is the default for polished, presentation-ready resumes. Request DOCX when you need to edit or when ATS systems require Word format.

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If CellCog is not installed

Run /cellcog-setup (or /cellcog:cellcog-setup depending on your tool) to install and authenticate. OpenClaw users: Run clawhub install cellcog instead. Manual setup: pip install -U cellcog and set CELLCOG_API_KEY. See the cellcog skill for SDK reference.