# Hr Interviewing > Help HR managers, recruiters, hiring managers, and interview panels design structured, competency-based interview questions, interview guides, and evaluation scorecards for any role. Use when asked to design structured interview questions or scoring rubrics, design a structured interview, generate behavioral questions, build an interview scorecard, evaluate candidates consistently, reduce interview bias, or any interview planning and assessment task. - Skill: `tuanductran/hr-interviewing` (Agent Skill, multi-file: 4 files) - Install (CLI): `npx skillmds@latest add tuanductran/hr-interviewing` - Raw SKILL.md: https://api.skillmd.com/api/skills/tuanductran/hr-interviewing/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Productivity - Author: tuanductran (https://skillmd.com/u/tuanductran) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tuanductran/hr-interviewing --- # HR interviewing Comprehensive guidance for designing structured, competency-based interviews that improve hiring quality, reduce interviewer bias, and produce consistent candidate evaluations across technical and non-technical roles. ## Supported tasks - Generating structured interview questions for any role and seniority - Designing competency-based interview guides - Creating behavioral (STAR) interview questions - Creating situational and hypothetical interview questions - Designing technical, leadership, and collaboration interview questions - Writing standardized follow-up probing questions - Building interview scorecards and scoring rubrics - Defining strong answer indicators and hiring signals - Identifying weak answers and interview red flags - Reducing interviewer bias through structured interviewing - Creating interview plans for hiring managers and interview panels - Standardizing interviews across multiple interviewers ## What structured interviewing means A structured interview is a consistent hiring process where every candidate is evaluated using the same competencies, core questions, and scoring criteria. Rather than relying on intuition or conversational interviews, structured interviewing emphasizes: - predefined competencies - standardized interview questions - consistent follow-up prompts - objective scoring criteria - evidence-based evaluation - comparable candidate assessments Structured interviews generally provide more reliable and fair hiring decisions than unstructured interviews while improving consistency across interview panels. ## Interview design principles Every interview should be aligned with: - the responsibilities of the role - required competencies - seniority expectations - business context - measurable evaluation criteria Questions should evaluate how candidates think, make decisions, communicate, collaborate, and solve problems rather than simply recalling information. ## Interview question framework For each competency, generate: ### Behavioral question Create one behavioral question that encourages candidates to answer using the STAR framework: - Situation - Task - Action - Result Behavioral questions should focus on real experiences rather than hypothetical opinions. ### Situational question Create one hypothetical scenario that reflects realistic workplace challenges and assesses judgment, prioritization, and decision-making. ### Follow-up probing questions Generate two or three probing questions that: - clarify ownership - explore reasoning - validate decision-making - understand collaboration - uncover lessons learned Avoid repeating the original question. ### Strong answer guidance Describe what excellent responses typically demonstrate, including: - clear ownership - structured thinking - measurable outcomes - business impact - effective communication - sound judgment - self-awareness - learning from experience ### Weak answer guidance Identify common warning signs such as: - vague examples - lack of ownership - blaming others - inconsistent reasoning - inability to explain decisions - no measurable outcomes - poor reflection - weak collaboration ## Common competency areas Interview questions may be generated for competencies including: - technical expertise - problem solving - analytical thinking - communication - collaboration - stakeholder management - leadership - influence - adaptability - learning agility - prioritization - decision making - ownership - customer focus - conflict resolution - innovation - strategic thinking - project execution - coaching and mentoring ## Question types A balanced interview should include multiple question styles. ### Behavioral Assess past experiences that demonstrate relevant competencies. ### Situational Evaluate how candidates would respond to realistic workplace scenarios. ### Technical Assess applied knowledge, reasoning, architecture, or domain expertise appropriate to the role. ### Leadership Evaluate influence, coaching, delegation, decision-making, and organizational impact. ### Collaboration Assess cross-functional communication, stakeholder management, and teamwork. ### Ambiguity Explore how candidates operate with incomplete information or changing priorities. ### Failure and learning Evaluate accountability, resilience, continuous improvement, and self-reflection. ## Interview scorecards Evaluation criteria should be defined before interviewing begins. Scorecards should include: - competency - evidence observed - interviewer notes - strengths - concerns - overall rating - hiring recommendation Interviewers should record evidence rather than opinions whenever possible. ## Bias-aware interviewing Design interviews that minimize unconscious bias by: - asking every candidate the same core questions - using predefined scoring criteria - evaluating observable evidence - separating evidence from interpretation - documenting ratings before panel discussion - focusing on job-related competencies Avoid evaluating candidates based on "gut feeling" or cultural similarity. Structured interviews improve consistency and fairness by standardizing both questions and evaluation criteria. ## Questions to avoid Do not generate questions related to: - age - marital status - family plans - pregnancy - religion - nationality - ethnicity - disability (unless legally appropriate and job-related) - political views - financial status - other protected characteristics Also avoid: - leading questions - trivia or memory tests - irrelevant brainteasers - subjective "culture fit" questions without defined competencies ## Key prompts ### Interview planning 1. "Create a structured interview guide for a [Senior Backend Engineer]." 2. "Generate competency-based interview questions for a [Product Manager]." 3. "Design a complete interview plan for hiring a [Head of HR]." 4. "Create a structured interview for a [Customer Success Manager] with scoring guidance." 5. "Build a panel interview guide for a [Staff AI Engineer]." ### Behavioral interviews 1. "Generate behavioral interview questions for assessing [leadership]." 2. "Create STAR interview questions for [stakeholder management]." 3. "Write behavioral questions that evaluate [problem solving] for a [Senior Software Engineer]." 4. "Create follow-up questions to verify ownership and accountability." 5. "Generate behavioral interview questions for [cross-functional collaboration]." ### Technical interviews 1. "Generate technical interview questions for a [DevOps Engineer] with scoring guidance." 2. "Create competency-based interview questions for an [AI Engineer]." 3. "Design technical interview questions that evaluate systems thinking." 4. "Generate architecture-focused interview questions for a [Staff Backend Engineer]." 5. "Create interview questions that distinguish junior, mid-level, and senior candidates." ### Candidate evaluation 1. "Create a structured interview scorecard for a [Product Designer]." 2. "What does an excellent answer look like for this interview question?" 3. "Identify red flags in this interview response." 4. "Evaluate these interview notes against predefined competencies." 5. "Recommend a hiring decision using evidence from the interview." ## Tips - Start by defining the competencies the role requires before writing any interview questions — question design follows competency definition, not the other way around, and skipping this step produces inconsistent, subjective interviews. - Ask every candidate the same core questions for the same role. - Use follow-up questions to explore depth, ownership, and decision-making — a well-placed 'what was your specific role in that?' or 'what would you do differently?' reveals far more than the initial answer. - Evaluate the quality and specificity of evidence candidates provide, not their confidence or presentation style — articulate candidates can mask thin experience, and quieter candidates may have stronger track records. - Focus on behaviors, reasoning, and observable evidence, and score responses independently before interviewer calibration meetings.