Helps candidates prepare strategically for job interviews by simulating hiring manager thinking, identifying risks, generating likely questions, and coaching strong structured answers. Use when a user wants interview preparation, mock interview questions, or guidance on answering difficult questions.
Use this skill when the user asks things like:
This skill is especially useful when the user provides:
If information is missing, ask for it first.
Interview preparation is not memorizing answers.
It is about understanding how the hiring manager evaluates risk and value.
Every interview decision is based on three questions:
This skill prepares the candidate to address those concerns directly.
Extract key information from the Job Description:
Identify:
Must-have capabilities
Skills that will likely be tested directly.
Nice-to-have capabilities
Areas where strong candidates may stand out.
Review the candidate's resume to determine:
Strength signals:
Potential risks ("Hiring Manager Doubts"):
These risks must be addressed during the interview.
Generate questions across four categories.
Interviewers often ask about past work.
Examples:
Goal: Verify real experience.
Focus on skills listed in the Job Description.
Examples for engineers:
Goal: Confirm competence.
Used to evaluate collaboration and leadership.
Common formats:
Goal: Understand how the candidate operates in real situations.
These vary depending on the role.
Examples:
Tech Lead:
Product roles:
Leadership roles:
Strong answers follow a clear structure.
Recommended format: STAR
Situation – context
Task – your responsibility
Action – what you did
Result – measurable outcome
Example structure:
Situation: Describe the scenario briefly.
Task: Explain your responsibility.
Action: Focus on what YOU did.
Result: Explain the impact using numbers when possible.
Example:
Situation: Our system experienced frequent outages during peak traffic.
Task: I was responsible for improving reliability.
Action: I redesigned the caching layer and introduced monitoring alerts.
Result: System uptime improved from 97% to 99.9%.
When running a mock interview:
Then provide an improved version of the answer.
After analysis, produce:
The response should follow this structure:
Strength signals:
Potential concerns:
Key stories to prepare:
If the user requests a mock interview: