Resume Writing

Quick Start

• Determine input type (resume file, resume text, job posting text/URL).
• Parse resume and job requirements, then run matching and gap analysis.
• Generate a customized resume variant that preserves formatting and truthfulness.

Inputs

• Resume file (PDF/DOCX) or structured resume data.
• Job description text or URL.
• Optional: preferred format (PDF/DOCX), target role, constraints (length, emphasis).

Outputs

• Structured resume data (sections, fields, metadata).
• Match report (gaps, strengths, match score).
• Customized resume variant (PDF/DOCX) with audit metadata.

Workflow

1. Validate file type and size before parsing.
2. Parse resume into structured data and normalize dates/skills.
3. Parse job description into requirements and classifications.
4. Match resume to job requirements and compute gaps/strengths.
5. Generate customized resume variant by reordering and context-safe keyword insertion.
6. Preserve original formatting and export to the requested format.
7. Store variant metadata and maintain audit trail.

Truthfulness Guardrails

• Add or move only content already present in resume evidence.
• Reject any suggestion that invents experience, credentials, or outcomes.

Quality Gates

• Parsing accuracy >= 95% on labeled fixtures.
• Customization latency P95 < 3s.
• PDF/DOCX export preserves formatting.

Use References and Templates

• For commands and hooks, read references/commands.md and references/hooks.md.
• For resume templates, use files in assets/templates/.