HR·Saves 1-2 hours per role·3 outputs

Every interviewer asks different questions and scores candidates on gut feel.

Provide the job requirements and team context — get a structured scorecard with competency-based questions, rating scales, and red flag indicators.

With the Interview Scorecard Creator skill.

One-time purchase. Yours forever.
Works with
Claude
ChatGPT
Gemini
& any AI assistant

Your input. Your output.

Real example — not a mockup. This is what the Interview Scorecard Creator actually produces.

What you give it
📝Quick Notes
Job Title: Senior Product Manager Department: Product Level: Senior (IC4) Must-haves: 5+ years B2B SaaS PM experience, technical background, experience with enterprise customers. Nice-to-haves: Supply chain domain knowledge, SQL proficiency, experience with PLG motions. Team context: Small PM team (3 people), eng-heavy culture, need someone who can earn engineering trust quickly.
What you get back
Interview Scorecard — Senior Product Manager.md
Ready for Panel

Interview Scorecard

Senior Product Manager — DataFlow Solutions

Strategic Thinking (Weight: 25%)

Rating: 1-5 scale
Behavioral Questions:
1. Tell me about a time you killed a feature that stakeholders wanted. What was your reasoning?
2. How do you balance short-term revenue requests with long-term product vision?
Look for: Evidence of market analysis, competitive positioning, ability to say no with data.
Red flags: Only reactive to customer requests, no framework for prioritization.

Cross-Functional Leadership (Weight: 20%)

Rating: 1-5 scale
Behavioral Questions:
1. Describe a situation where engineering disagreed with your prioritization.
2. How do you build alignment across teams with competing priorities?
Look for: Influence without authority, empathy for other functions, conflict resolution.

Full document included in download

The difference is night and day.

The problem
  • Interviewers default to unstructured conversations and miss critical competencies
  • Without a shared rubric, hiring decisions come down to who interviews best — not who performs best
  • Building proper scorecards takes hours most hiring managers do not have
With Interview Scorecard Creator
  • Competency-mapped questions tied directly to the job requirements you provide
  • Standardized rating scales so every interviewer evaluates against the same bar
  • Complete scorecard generated in minutes — behavioral questions, scoring criteria, and red flags included

Interview Scorecard Creator

Structured interviews. Consistent evaluations. Better hires.

Instant download · Use with any AI assistant · Yours forever

What's inside

Everything you need. Nothing you don't.

SKILL.md instruction file
Interview scorecard template
Behavioral question bank
Rating calibration guide
What you're buying
The complete Interview Scorecard Creator skill package
📁Interview Scorecard Creator/
Skill.mdbrain
REFERENCE.mdexamples
README.mdquickstart
brand.mdoptional← add your branding for customized output
📂input/← drop your files here
job-description.md
📂output/← your deliverables appear here
interview-scorecard.md
question-bank.md
evaluation-matrix.md
interview-guide.md
Buy once → download → use foreverWorks with Claude & ChatGPT

How it works

Works with any AI assistant. See setup guides for Claude, ChatGPT & Gemini →

01

Add the skill to your AI assistant

02

Provide the role requirements and key competencies

03

Get a structured scorecard ready for your interview panel

Quality guarantee

If this skill doesn't save you meaningful time on the very first use, we'll refund your purchase. No questions, no hassle.

Read our refund policy →

It's customizable

Every skill includes a brand.md file. Add your company name, tone of voice, and style preferences — every output automatically matches your brand.

Ready to get started?

Interview Scorecard Creator

Structured interviews. Consistent evaluations. Better hires.

One-time purchase · Instant download · Use forever

Who it's for

Hiring managers running interview panels
HR teams standardizing hiring processes
Recruiters preparing interviewers
Team leads conducting technical interviews

Frequently asked questions

Yes. Provide the technical requirements and it generates both types mapped to each competency.

Phone screen, technical round, culture fit — specify the stage and it adjusts.

The scorecard includes rating definitions so every interviewer interprets a 3 vs a 4 the same way.