interview prep coach

The problem

Generic interview preparation leads to rambling, vague answers that fail to land the job. Most candidates struggle to map their specific resume achievements to a job description's actual requirements under pressure.

What it does

• Extracts the top 4 to 6 requirements from a job posting to generate targeted questions.
• Identifies resume weaknesses, such as gaps or pivots, to prepare for "hard" questions.
• Analyzes answers using the STAR method to ensure concise context and clear personal actions.
• Filters out hedging language and filler words that undermine candidate confidence.
• Provides specific rewrite suggestions for thin or team-centric responses.

Why this beats prompting it yourself

General prompts often return a generic list of "Top 50" questions. This skill forces a rigorous feedback loop, quoting your specific weak phrases back to you and demanding measurable results rather than allowing vague "it went well" outcomes.

Use cases

• Generating a custom question bank for a specific Senior Engineering or Product role.
• Refining behavioral stories to ensure they focus on "I" actions rather than "we" generalities.
• Simulating a high-pressure panel interview by probing resume gaps and short tenures.
• Polishing technical case study responses for consulting or system design interviews.