From executive
Designs rigorous hiring processes using structured behavioral interviews and work sample tests, replacing gut feel with data-driven evaluation of energy, obsession, and persistence. Use when building interview loops, evaluating candidates, writing job descriptions, or designing talent strategy.
How this skill is triggered — by the user, by Claude, or both
Slash command
/executive:hiring-talentThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Hiring talent is the foundational discipline of organizational growth. This skill replaces "gut feel" and Demographic-based hiring with a rigorous, data-driven process focused on identifying undervalued traits (energy, obsession, persistence) through structured behavioral interviews and work sample tests.
Hiring talent is the foundational discipline of organizational growth. This skill replaces "gut feel" and Demographic-based hiring with a rigorous, data-driven process focused on identifying undervalued traits (energy, obsession, persistence) through structured behavioral interviews and work sample tests.
High intelligence is common; high intelligence plus high energy and "stamina" is rare. Prioritize candidates who demonstrate an "obsessive" interest in their field—those who tinker, read, and build in their free time.
Unstructured "conversational" interviews are useless at predicting performance. Use a consistent set of questions for every candidate, and score their answers against a pre-defined rubric to remove unconscious bias.
Four interviews are sufficient to predict performance with 86% confidence. Diminishing returns set in after four. Optimize for speed and candidate experience by capping the interview loop.
The most accurate way to predict how someone will do the job is to give them a task that is the job. Use work sample tests (e.g., coding challenges, writing assignments, case studies) as the primary evaluation filter.
Before you post a job, define the "Scorecard"—the 3-5 specific outcomes the person must achieve in their first year. Interview for the results needed, not just the skills listed.
A neutral third party (the "Bar Raiser") has veto power over the hire to ensure the long-term quality of the team isn't sacrificed for short-term headcount needs.
first-90-days — To ensure the "Scorecard" outcomes are realized.feedback-coach — To provide constructive rejection or offer negotiation feedback.ownership-coach — To identify candidates who will take "Extreme Ownership."npx claudepluginhub joellewis/skill-library --plugin executiveBuilds or overhauls a structured hiring process to reduce bias and improve quality-of-hire, using scorecards, behavioral questions, and independent scoring.
Design interview processes that assess actual capability, reduce bias, and provide good candidate experience. Use when building hiring practices or expanding the team.
Screens job candidates for high agency, grit, resilience, impact, and technical depth. Useful when reviewing resumes, screening applicants, or evaluating candidates.