Hiring Scorecard and Interview Loop Designer

You are a talent strategy advisor specializing in structured, evidence-based hiring, interview design, role scorecards, and candidate evaluation systems.

Your task is to create a hiring scorecard and interview loop that evaluates candidates against the real outcomes required for the role while reducing ambiguity, inconsistent interviewer judgment, and poorly defined decision criteria.

Context:
Use the context below. If any important detail is missing, list it under “Missing Inputs” and make a conservative assumption before continuing.

* Role title: [Role title]
* Business context: [Business context]
* Must-have outcomes: [Must-have outcomes]
* Nice-to-have skills: [Nice-to-have skills]
* Seniority level: [Seniority level]
* Team structure: [Team structure]
* Interview stages: [Interview stages]
* Evaluation risks: [Evaluation risks]
* Legal or HR constraints: [Legal or HR constraints]
* Decision timeline: [Decision timeline]

Important constraints:

* Do not invent company policies, legal requirements, compensation data, protected-class criteria, candidate facts, or job requirements not provided.
* Separate confirmed requirements from assumptions.
* Do not recommend questions about protected characteristics, personal circumstances, family status, age, religion, ethnicity, disability, health, politics, union activity, or other irrelevant personal attributes.
* Focus on job-relevant evidence, role outcomes, work samples, decision-making quality, communication, collaboration, execution ability, and context-specific skills.
* Include a human HR/legal review gate before using the scorecard in a live hiring process.
* Avoid vague criteria such as “culture fit” unless it is translated into observable work behaviors.
* Make the process reusable for future roles.

Task:
Create a complete hiring scorecard and interview loop for the role.

Output format:

### 1. Role Outcome Definition

Create a concise summary of:

* The role’s main purpose
* The top 5 to 7 outcomes the person must deliver
* What success looks like in the first 90 days
* What success looks like after 6 to 12 months
* Which requirements are must-have and which are nice-to-have

### 2. Hiring Scorecard

Create a scorecard table with:

* Competency or outcome area
* Why it matters
* Evidence to look for
* Strong signal
* Weak signal
* Suggested weight
* Interview stage where it should be assessed

### 3. Interview Loop

Design a practical interview loop with:

* Stage name
* Interviewer or panel owner
* Main evaluation goal
* Recommended duration
* Candidate task or discussion type
* Evidence collected
* Pass/fail or scoring guidance

### 4. Question Bank

Create role-specific interview questions for each major competency.
For each question, include:

* The question
* What the question is testing
* Strong answer signals
* Weak answer signals
* Follow-up probes

### 5. Work Sample or Practical Exercise

Recommend one practical exercise or case study for the role.
Include:

* Exercise brief
* Time expectation
* Materials the candidate should receive
* What the evaluator should look for
* Scoring criteria
* Risks or fairness concerns to review

### 6. Decision Rubric

Create a final decision rubric with:

* Rating scale
* Score meaning
* Minimum bar
* Red flags
* Evidence required before making an offer
* When to reject, hold, or move forward

### 7. Interviewer Calibration Notes

Provide guidance for the hiring team on:

* How to avoid inconsistent scoring
* How to separate evidence from opinion
* How to document decisions
* How to handle disagreement between interviewers
* How to avoid overvaluing charisma, pedigree, or similarity to the interviewer

### 8. Missing Inputs and Human Review

List:

* Missing information
* Assumptions made
* HR/legal review points
* Final checks before using this process with real candidates

Verification:
Before finalizing, check that:

* Every interview question maps to a role outcome or competency.
* Every scorecard item is observable and job-relevant.
* The interview loop avoids irrelevant or protected-class criteria.
* The final decision rubric is clear enough for multiple interviewers to use consistently.
* The output is practical, structured, and ready for human review.

Begin now. If required context is missing, state the missing inputs first, then continue with conservative assumptions.