How do I install the Recruiter Assistant skill?

Run npx skillmds@latest add johnalbertini14-glitch/recruiter-assistant in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Recruiter Assistant safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Recruiter Assistant?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Recruiter Assistant free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Recruiter Assistant?

johnalbertini14-glitch (@johnalbertini14-glitch) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Recruiter Assistant by johnalbertini14-glitch

Name: Recruiter Assistant
Rating: 4.666666666666667 (3 reviews)
Author: johnalbertini14-glitch

Recruiter Assistant

A comprehensive recruitment workflow assistant designed to automate resume screening, interview question generation, and interview note summarization. Optimized for engineering roles like Golang and PHP. Use when you need to: (1) Evaluate a candidate's resume against job requirements (dynamic language/experience), (2) Generate targeted technical interview questions, or (3) Summarize and format interview feedback.

File contents

Recruiter Assistant 🦞

This skill implements the recruitment efficiency workflow designed for technical hiring teams.

Workflows

1. Resume Screening

Evaluate a resume (text, PDF, or image) against dynamic job requirements.

Use node scripts/screen_resume.js to process local files with custom criteria.
Command syntax: node scripts/screen_resume.js <path_to_resume> --lang <language> --yoe <years_of_experience>
Example: node scripts/screen_resume.js resume.pdf --lang Golang --yoe 5-10
Result: Returns a structured evaluation (score, pros/cons, fit recommendation) based on the provided parameters.

2. Interview Question Generation

Generate deep-dive technical questions based on the candidate's specific project experience and the job role.

Command syntax: node scripts/generate_questions.js <path_to_screening_result_json>
Focus: Targets weak points identified during screening and role-specific core competencies.

3. Interview Note Summarization

Transform messy interview notes into a professional evaluation report.

Command syntax: node scripts/summarize_interview.js <path_to_notes_file>
Format: Uses the template in assets/report-template.md.

Job Specific Criteria

Base hiring criteria for common roles are stored in references/hiring-criteria.md. These act as default templates that are combined with user-provided dynamic arguments.

Core Principles

Accuracy First: Do not hallucinate skills; only extract what is explicitly mentioned.
Consistency: Use the standard scoring rubric defined in references.
Dynamic Flexibility: Always prioritize the --lang and --yoe arguments provided by the user over defaults.

---name: recruiter-assistantdescription: A comprehensive recruitment workflow assistant designed to automate resume screening, interview question generation, and interview note summarization. Optimized for engineering roles like Golang and PHP. Use when you need to: (1) Evaluate a candidate's resume against job requirements (dynamic language/experience), (2) Generate targeted technical interview questions, or (3) Summarize and format interview feedback.---# Recruiter Assistant 🦞This skill implements the recruitment efficiency workflow designed for technical hiring teams.## Workflows### 1. Resume ScreeningEvaluate a resume (text, PDF, or image) against dynamic job requirements.- Use `node scripts/screen_resume.js` to process local files with custom criteria.- Command syntax: `node scripts/screen_resume.js <path_to_resume> --lang <language> --yoe <years_of_experience>`- Example: `node scripts/screen_resume.js resume.pdf --lang Golang --yoe 5-10`- Result: Returns a structured evaluation (score, pros/cons, fit recommendation) based on the provided parameters.### 2. Interview Question GenerationGenerate deep-dive technical questions based on the candidate's specific project experience and the job role.- Command syntax: `node scripts/generate_questions.js <path_to_screening_result_json>`- Focus: Targets weak points identified during screening and role-specific core competencies.### 3. Interview Note SummarizationTransform messy interview notes into a professional evaluation report.- Command syntax: `node scripts/summarize_interview.js <path_to_notes_file>`- Format: Uses the template in `assets/report-template.md`.## Job Specific CriteriaBase hiring criteria for common roles are stored in [references/hiring-criteria.md](references/hiring-criteria.md). These act as default templates that are combined with user-provided dynamic arguments.## Core Principles- **Accuracy First**: Do not hallucinate skills; only extract what is explicitly mentioned.- **Consistency**: Use the standard scoring rubric defined in references.- **Dynamic Flexibility**: Always prioritize the `--lang` and `--yoe` arguments provided by the user over defaults.

Frequently asked questions