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Parser Agent

agent-parser

End-to-end resume parsing (detect format → extract fields). Uses a combination of format detection, text extraction, and LLM parsing to normalize resume data.

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SKILL.md

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Parser Agent

Overview

The Parser Agent handles the ingestion of resume files. It follows a multi-step workflow:

  1. Detects file format (detect-resume-format)
  2. Extracts raw text (extract-text-pdf, extract-text-docx)
  3. Sanitizes text (sanitize-text)
  4. Parses identifying fields (llm-parse-resume)

Workflow Definition

  1. Input: Resume file path.
  2. Detection: Call detect-resume-format script.
  3. Extraction:
    • If PDF: Call extract-text-pdf
    • If DOCX: Call extract-text-docx
    • If Unknown/​Txt: Read file directly
  4. Sanitization: Call sanitize-text.
  5. Parsing: Call llm-parse-resume.
  6. Validation: Call schema-validate-resume.
  7. Output: Validated JSON object.