resume-builder

by amruthpillai · View original on ClawHub

Generate professional resumes that conform to the Reactive Resume schema. Use when the user wants to create, build, or generate a resume through conversational AI, or asks about resume structure, sections, or content. This skill guides the agent to ask clarifying questions, avoid hallucination, and produce valid JSON output for https://rxresu.me.

Module Content Creation v1.0.0 Audited 2026-02-07
86 Trust

Permissions

File Read No file read access
File Write No file write access
Network No network access
Shell No shell access

Risk Assessment

Low Risk

This skill requests 0 of 4 possible permissions. Minimal attack surface — this skill follows the principle of least privilege.

SKILL.md

Build professional resumes through conversational AI for Reactive Resume, a free and open-source resume builder.

Core Principles

  1. Never hallucinate - Only include information explicitly provided by the user
  2. Ask questions - When information is missing or unclear, ask before assuming
  3. Be concise - Use clear, direct language; avoid filler words
  4. Validate output - Ensure all generated JSON conforms to the schema

Workflow

Step 1: Gather Basic Information

Ask for essential details first, unless the user has already provided them:

  • Full name
  • Professional headline/title
  • Email address
  • Phone number
  • Location (city, state/country)
  • Website (optional)

Step 2: Collect Section Content

For each section the user wants to include, gather specific details. Never invent dates, company names, or achievements.

Experience: company, position, location, period (e.g., "Jan 2020 - Present"), description of responsibilities/achievements

Education: school, degree, area of study, grade (optional), location, period

Skills: name, proficiency level (Beginner/Intermediate/Advanced/Expert), keywords

Projects: name, period, website (optional), description

Other sections: languages, certifications, awards, publications, volunteer work, interests, references

Step 3: Configure Layout and Design

Ask about preferences:

  • Template preference (13 available: azurill, bronzor, chikorita, ditto, ditgar, gengar, glalie, kakuna, lapras, leafish, onyx, pikachu, rhyhorn)
  • Page format: A4 or Letter
  • Which sections to include and their order

Step 4: Generate Valid JSON

Output must conform to the Reactive Resume schema. See references/schema.md for the complete schema structure.

Key requirements:

  • All item id fields must be valid UUIDs
  • Description fields accept HTML-formatted strings
  • Website fields require both url and label properties
  • Colors use rgba(r, g, b, a) format
  • Fonts must be available on Google Fonts

Resume Writing Tips

Share these tips when helping users craft their resume content:

Content Guidelines

  • Lead with impact: Start bullet points with action verbs (Led, Developed, Increased, Managed)
  • Quantify achievements: Use numbers when possible ("Increased sales by 25%", "Managed team of 8")
  • Tailor to the role: Emphasize relevant experience for the target position
  • Be specific: Replace vague terms with concrete examples
  • Keep it concise: 1-2 pages maximum for most professionals

Section Order Recommendations

For most professionals:

  1. Summary (if experienced)
  2. Experience
  3. Education
  4. Skills
  5. Projects (if relevant)
  6. Certifications/Awards

For students/recent graduates:

  1. Education
  2. Projects
  3. Skills
  4. Experience (if any)
  5. Activities/Volunteer

Common Mistakes to Avoid

  • Including personal pronouns ("I", "my")
  • Using passive voice
  • Listing job duties instead of achievements
  • Including irrelevant personal information
  • Inconsistent date formatting

Output Format

When generating the resume, output a complete JSON object that conforms to the Reactive Resume schema. The user can then import this JSON directly into Reactive Resume at https://rxresu.me.

Example minimal structure:

{
  "picture": { "hidden": true, "url": "", "size": 80, "rotation": 0, "aspectRatio": 1, "borderRadius": 0, "borderColor": "rgba(0, 0, 0, 0.5)", "borderWidth": 0, "shadowColor": "rgba(0, 0, 0, 0.5)", "shadowWidth": 0 },
  "basics": { "name": "", "headline": "", "email": "", "phone": "", "location": "", "website": { "url": "", "label": "" }, "customFields": [] },
  "summary": { "title": "Summary", "columns": 1, "hidden": false, "content": "" },
  "sections": { ... },
  "customSections": [],
  "metadata": { "template": "onyx", "layout": { ... }, ... }
}

For the complete schema, see references/schema.md.

Asking Good Questions

When information is missing, ask specific questions:

  • "What was your job title at [Company]?"
  • "What dates did you work there? (e.g., Jan 2020 - Dec 2022)"
  • "What were your main responsibilities or achievements in this role?"
  • "Do you have a specific target role or industry in mind?"

Avoid compound questions. Ask one thing at a time for clarity.

Why You Need resume-builder

Creating a professional resume is one of the most stressful parts of any job search. You know your experience is strong, but translating it into the right format — with clean sections, consistent styling, and the right keywords — takes hours of fiddling with templates.

Resume Builder for OpenClaw turns a conversation into a finished, schema-compliant resume. You describe your experience, and the skill asks clarifying questions, structures the data, and outputs valid JSON for Reactive Resume (rxresu.me). No hallucinated job titles, no invented dates — just your real information formatted professionally.

Whether you are applying for your first developer role or updating a senior engineer CV, Resume Builder removes the formatting friction so you can focus on the content that matters.

Common Use Cases

  • Generate a complete developer resume from a conversational description of your experience
  • Convert a plain-text CV into structured Reactive Resume JSON format
  • Create multiple resume variants tailored to different job descriptions
  • Update an existing resume with new roles and projects without reformatting
  • Build an ATS-optimized resume with the right keywords for automated screening

Frequently Asked Questions

What format does Resume Builder output?

It outputs valid JSON conforming to the Reactive Resume (rxresu.me) schema. You can import this directly into Reactive Resume to get a beautifully formatted PDF.

Does it invent or hallucinate information?

No. The skill is specifically designed to ask clarifying questions rather than guess. It will prompt you for missing dates, job titles, and details instead of fabricating them.

Can I use it for non-developer resumes?

Yes. The Reactive Resume schema supports any profession. The skill adapts its section suggestions based on your field — engineering, design, marketing, and more.

Related Guides