interviewing-evaluating-candidates

Design structured interview processes and evaluate candidates using work trials, rubrics, and reference checks.

1.3k|169|Updated Jan 29, 2026
One-click install
npx skills add https://github.com/RefoundAI/lenny-skills --skill interviewing-evaluating-candidates
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interviewing-evaluating-candidates
Source: https://github.com/RefoundAI/lenny-skills/tree/main/skills/interviewing-evaluating-candidates
Command: npx skills add https://github.com/RefoundAI/lenny-skills --skill interviewing-evaluating-candidates

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Hiring decisions often rely on gut feelings, polished interview charisma, and resumes that poorly predict actual job performance. This Skill helps you build a high-signal interview process grounded in real-world performance, structured evaluation, and verified references.

Core Features & Use Cases

  • Structured Interview Design: Apply question frameworks mapped to core competencies (impact, collaboration, execution, strategy) with defined look-fors and red flags for each answer.
  • Work Trials & Practical Assessments: Replace hypothetical case studies with paid work trials and real-world assignments that reveal actual craft, judgment, and collaboration.
  • Reference Check Triangulation: Prioritize blind reference checks and the 'enthusiastic rehire' test as the highest-fidelity hiring signal.
  • Use Case: A hiring manager preparing to interview PM candidates uses the 10 Jobs of a PM framework to assign questions across the interview panel, sets up a standardized scoring rubric, and designs a take-home project based on a real past roadmap problem.

Quick Start

Help me design an interview loop for a senior product manager role, including questions, evaluation rubrics, and a work trial plan.

Frequently Asked Questions about interviewing-evaluating-candidates

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I structure a product manager interview process?

Use a six-step pipeline: recruiter screen, hiring manager screen, full-day onsite with a project presentation and 3-6 one-on-one interviews, a blind-vote debrief panel, reference checks, and the offer. Map each interview to a specific PM competency like execution, strategy, or collaboration.

What are the best interview questions to evaluate candidates?

High-signal questions probe failure, ambiguity, and agency, such as asking about a product flop, the hardest thing they have done, or something that would not exist without their initiative. Define what strong and weak answers look like before the interview.

How do I run a paid work trial for job candidates?

Hire candidates as contractors for 1-5 days on a real or representative project, ideally one your team has solved before. Give continuous feedback during the trial, evaluate core skills and feedback receptiveness with scorecards, and compensate them for their time.

Are reference checks more reliable than interviews?

Reference checks provide longitudinal performance data that short artificial interviews cannot replicate. Ask references whether the candidate was in the top 1 percent of employees and whether they would enthusiastically rehire them.

What are common hiring mistakes to avoid?

Avoid over-indexing on interview charisma, hiring for domain experience over first-principles thinking, treating reference checks as a formality, and using abstract hypothetical case studies. These signals poorly predict actual on-the-job performance.