Resumy

Generate professional resumes and cover letters from structured data with optional resume parsing capabilities.

Security Scan

This is an instruction-only resume/cover-letter generation API spec that is internally consistent and does not request credentials, installs, or file/system access beyond its declared API surface.

Purpose & Capability

The name/description (resume and cover-letter generation, optional parsing) match the included SKILL.md and openapi.json schemas and endpoints; there are no unrelated environment variables, binaries, or config paths requested.

Instruction Scope

SKILL.md contains API usage examples, request/response examples, and endpoint schemas. It does not instruct the agent to read local files, access unrelated env vars, or exfiltrate data. The OpenAPI describes endpoints (/generate, /parse-resume, /download) but does not include a hosting/server URL — an implementation detail, not an incoherence.

Install Mechanism

No install spec and no code files to execute; this is an instruction-only skill so nothing is written to disk or installed.

Credentials

No credentials, secrets, or config paths are required. The skill's functionality (processing candidate data) does not depend on external credentials being supplied by the agent.

Persistence & Privilege

always is false and there are no indications the skill requests persistent/system-wide privileges or modifies other skills; normal autonomous invocation remains possible (platform default).

Assessment

This skill appears coherent, but verify where requests are sent before uploading real candidate data: the OpenAPI lacks a base URL, so confirm the service host, ensure HTTPS/TLS, and review the provider's privacy policy. Avoid sending highly sensitive personal data unless you trust the destination and its retention practices. If you need to self-host, ask the provider for deployment instructions or an explicit base URL and server certificate expectations.

Overview

Resume Builder is a professional document generation API that transforms structured candidate data into polished, ATS-friendly resumes and cover letters. Built for recruiters, HR professionals, and career service platforms, it streamlines the resume creation process while maintaining consistent formatting and professional presentation standards.

The tool supports comprehensive resume data including work experience, education, skills, certifications, and accomplishments. It can simultaneously generate matching cover letters tailored to specific job opportunities. Resume Builder also includes parsing capabilities to extract structured data from existing resume documents, making it ideal for resume optimization workflows and bulk document generation scenarios.

Ideal users include recruitment agencies, career coaching platforms, applicant tracking systems, HR departments, and job placement services seeking to programmatically create or enhance professional documents at scale.

Usage

Generate a Resume and Cover Letter:

{
  "resume_data": {
    "full_name": "Sarah Chen",
    "email": "[e-mail]",
    "phone": "[phone]",
    "location": "San Francisco, CA",
    "linkedin": "linkedin.com/in/sarahchen",
    "portfolio": "sarahchen.dev",
    "tagline": "Full-Stack Engineer | Cloud Architecture",
    "summary": "6+ years building scalable cloud solutions with focus on infrastructure automation and team leadership.",
    "experiences": [
      {
        "title": "Senior Software Engineer",
        "company": "CloudCorp Inc",
        "location": "San Francisco, CA",
        "start_date": "Jan 2021",
        "end_date": "Present",
        "highlights": [
          "Led migration of monolithic application to microservices reducing latency by 40%",
          "Architected and deployed Kubernetes infrastructure supporting 500+ deployments monthly",
          "Mentored team of 5 junior engineers on cloud-native best practices"
        ]
      },
      {
        "title": "Software Engineer",
        "company": "TechStart LLC",
        "location": "Oakland, CA",
        "start_date": "Jun 2018",
        "end_date": "Dec 2020",
        "highlights": [
          "Developed backend APIs serving 2M+ daily requests",
          "Implemented CI/CD pipeline reducing deployment time from 45 min to 8 min"
        ]
      }
    ],
    "education": [
      {
        "degree": "BS Computer Science",
        "institution": "UC Berkeley",
        "location": "Berkeley, CA",
        "year": "2018",
        "gpa": "3.8"
      }
    ],
    "skills": ["Python", "Go", "Kubernetes", "AWS", "Docker", "Terraform", "PostgreSQL"],
    "certifications": ["AWS Solutions Architect Professional", "CKA - Certified Kubernetes Administrator"],
    "tools": ["Git", "Jenkins", "Prometheus", "Grafana"],
    "accomplishments": ["Published article on infrastructure optimization in IEEE Software"]
  },
  "cover_letter_data": {
    "full_name": "Sarah Chen",
    "email": "[e-mail]",
    "phone": "[phone]",
    "location": "San Francisco, CA",
    "company_name": "InnovateTech Solutions",
    "company_location": "Mountain View, CA",
    "job_title": "Staff Engineer - Platform",
    "job_description": "Lead architecture and implementation of next-gen distributed systems platform",
    "key_highlights": [
      "Proven track record scaling systems to millions of requests per second",
      "Deep expertise in Kubernetes and cloud infrastructure",
      "Strong mentorship and technical leadership experience"
    ]
  },
  "generate_cover_letter": true
}

Sample Response:

{
  "status": "success",
  "resume_filename": "resume_sarah_chen_20240115.pdf",
  "cover_letter_filename": "cover_letter_sarah_chen_20240115.pdf",
  "download_urls": {
    "resume": "/download/resume_sarah_chen_20240115.pdf",
    "cover_letter": "/download/cover_letter_sarah_chen_20240115.pdf"
  },
  "generation_time_ms": 2341
}

Endpoints

GET /

Root Endpoint

Returns service information and status.

Response: Service metadata object.

---

GET /status

Status Check

Verifies API availability and health.

Response: JSON object containing service status and uptime information.

---

POST /generate

Generate Resume and/or Cover Letter

Generates professional resume and optionally cover letter documents from structured data.

Request Body:

• resume_data (ResumeData, required) - Core resume information including name, contact details, experience, education, and skills
• cover_letter_data (CoverLetterData, optional) - Cover letter details including company and job information
• generate_cover_letter (boolean, optional, default: true) - Whether to generate accompanying cover letter

ResumeData Schema (required fields: full_name, email, phone):

• full_name (string, required) - Candidate full name
• email (string, required) - Email address
• phone (string, required) - Phone number
• location (string, optional) - City/region
• linkedin (string, optional) - LinkedIn profile URL
• portfolio (string, optional) - Portfolio or personal website URL
• tagline (string, optional) - Professional headline/tagline
• availability (string, optional) - Availability status (e.g., "Immediately", "2 weeks")
• summary (string, optional) - Professional summary/objective
• experiences (array of Experience objects, optional) - Work history
  • title (string) - Job title
  • company (string) - Company name
  • location (string) - Job location
  • start_date (string) - Start date
  • end_date (string, default: "Present") - End date
  • highlights (array of strings) - Key accomplishments
• education (array of Education objects, optional) - Educational background
  • degree (string) - Degree name (e.g., "BS Computer Science")
  • institution (string) - School/university name
  • location (string) - School location
  • year (string) - Graduation year
  • gpa (string) - GPA (optional)
• skills (array of strings, optional) - Technical and soft skills
• certifications (array of strings, optional) - Professional certifications
• tools (array of strings, optional) - Software/tools proficiency
• accomplishments (array of strings, optional) - Awards and achievements
• other_employers (array of strings, optional) - Additional employer references
• job_description (string, optional) - Target job description for resume optimization
• original_resume (string, optional) - Existing resume text for enhancement

CoverLetterData Schema (required fields: full_name, email, phone, company_name, job_title):

• full_name (string, required)
• email (string, required)
• phone (string, required)
• location (string, optional)
• date (string, optional)
• hiring_manager (string, optional, default: "Hiring Manager")
• company_name (string, required)
• company_location (string, optional)
• company_address (string, optional)
• job_title (string, required)
• job_description (string, optional)
• opening_paragraph (string, optional)
• body_paragraph (string, optional)
• closing_paragraph (string, optional)
• key_highlights (array of strings, optional)

Response: JSON object with status, document filenames, download URLs, and generation timestamp.

Error Responses:

• 422 Validation Error - Invalid request schema or missing required fields

---

POST /parse-resume

Parse Resume Endpoint

Extracts structured data from unstructured resume documents for re-generation or updating.

Request Body:

• data (object, required) - Resume content as flexible object (supports various input formats including text, PDF metadata, or document content)

Response: Structured JSON object matching ResumeData schema with extracted fields.

Error Responses:

• 422 Validation Error - Invalid input format or unparseable resume content

---

GET /download/{filename}

Download Generated Document

Retrieves generated resume or cover letter file.

Path Parameters:

• filename (string, required) - Document filename returned from /generate endpoint

Response: File download (PDF or specified format).

Error Responses:

• 422 Validation Error - Invalid or non-existent filename

Pricing

Plan	Calls/Day	Calls/Month	Price
Free	5	50	Free
Developer	20	500	$39/mo
Professional	200	5,000	$99/mo
Enterprise	100,000	1,000,000	$299/mo

About

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References

• Kong Route: https://api.toolweb.in/tools/resumy
• API Docs: https://api.toolweb.in:8166/docs