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"])

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.

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

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

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

1. 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.

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.