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claude-codeautomation

Claude-skill-registry 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.

install
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/agent-parser" ~/.claude/skills/majiayu000-claude-skill-registry-agent-parser && rm -rf "$T"
manifest: skills/data/agent-parser/SKILL.md
tags
#resume-parsing#data-extraction#pdf-parsing#docx-parsing#llm-parsing#data-normalization
source content

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.