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residency-interview-prep

Mock interview preparation tool for residency Match interviews. Generates.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/aipoch-ai/residency-interview-prep
Or

What This Skill Does

The residency-interview-prep skill is a specialized AI agent tool designed to assist medical students and residents in navigating the high-stakes NRMP Match process. It functions as a structured mock interview engine, providing realistic simulation, strategic feedback, and tailored preparation workflows. By leveraging standardized medical interview frameworks, the skill helps candidates articulate their clinical experiences, research background, and career aspirations with precision. It emphasizes academic rigor, ensuring that every piece of advice or practice dialogue aligns with professional expectations for residency interviews. The skill operates through a predictable, documented execution path, ensuring that users receive consistent feedback whether they are prepping for a competitive surgical subspecialty or a primary care position.

Installation

To integrate this tool into your environment, use the OpenClaw command-line interface. Ensure your local environment is running Python 3.10 or higher. Execute the following command in your terminal:

clawhub install openclaw/skills/skills/aipoch-ai/residency-interview-prep

Once installed, verify the integrity of the core scripts by running: python -m py_compile scripts/main.py

Use Cases

  • Mock Interview Simulation: Practice answering common behavioral questions such as 'Tell me about a time you handled a difficult patient' or 'Why are you interested in our program?'
  • Application Review: Get feedback on how your personal statement and CV might be interpreted by program directors during the interview phase.
  • Constraint-Based Rehearsal: Generate interview scripts based on specific program types (e.g., academic centers vs. community hospitals) to adjust your tone and focus accordingly.

Example Prompts

  1. 'Run a mock interview session for a competitive Internal Medicine program, focusing on my research experience and future career goals.'
  2. 'Review my response to the question: "What is your greatest weakness?" and provide a revised version that aligns with residency professional standards.'
  3. 'Generate a set of 5 difficult ethical scenario questions typical for a Surgery residency interview and provide a scoring rubric for my responses.'

Tips & Limitations

To get the most out of this tool, always specify the specialty and the type of program you are interviewing for to ensure the context is accurate. The skill relies on structured inputs; providing raw text from your CV or personal statement will significantly increase the quality of the feedback. Note that while this tool is excellent for refining your narrative and delivery, it does not replace live, human-to-human interview coaching. Always review the output for explicit assumptions made by the AI regarding your medical background before using the generated content in a real setting. Keep your inputs bounded to specific domains to avoid dilution of the tool's effectiveness.

Metadata

Author@aipoch-ai
Stars4473
Views0
Updated2026-05-01
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-aipoch-ai-residency-interview-prep": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#meded#nrmp#mock-interview#residency
Safety Score: 5/5

Flags: file-read, file-write, code-execution