johnalbertini14-glitch 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?
| 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 |
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.
Tips for Better Resumes
Provide real details: Don't say "I worked on projects" — give specific metrics, tools, and outcomes. CellCog can't invent your achievements.
Name the target role: "Resume for a PM" is vague. "Resume targeting Senior PM roles at B2B SaaS companies in fintech" gives CellCog direction.
Include metrics: Revenue numbers, user counts, percentage improvements — quantifiable results make resumes stand out.
Specify design preferences: "Modern and minimal", "traditional corporate", "creative with color" — or let CellCog choose based on your industry.
Trust PDF output: CellCog's PDF generation produces better designs than any Word template.