hiring-talent

name	hiring-talent
type	domain
family	executive
rigor	standard
description	Use when designing hiring processes, evaluating candidates, or building talent strategy.
keywords	recruitment, talent-assessment, hiring, selection, candidates, interviews
compatibility	Claude Code and compatible agent products
requires	[]
enhances	["team-builder","first-90-days","ownership-coach"]
sources_pdf	["Talent (Cowen)","Work Rules! (Bock)","Scaling People (Johnson)","Trillion Dollar Coach (Schmidt)","High Growth Handbook (Gil)"]
sources_web	["Paul Graham: How to Hire","Farnam Street: Talent is Persistence","Google re:Work: Structured Interviewing"]

Overview

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.

Guiding Principles

Principle 1: Hire for Energy and Obsession (Source: Cowen, Talent)

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.

Principle 2: Structured Interviewing (Source: Bock, Work Rules!)

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.

Principle 3: The Rule of Four (Source: Bock, Work Rules!)

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.

Principle 4: Work Samples are the Best Predictors (Source: Bock, Work Rules!)

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.

Principle 5: The Scorecard First (Source: Johnson, Scaling People)

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.

When to Use This Skill

• When designing a hiring process for a new role or department.
• When evaluating a high-stakes candidate for a leadership position.
• When the current hiring "bar" is slipping and turnover is increasing.
• When building a talent strategy to identify "undervalued" individuals in a competitive market.

When NOT to Use This Skill

• For simple task-based contract work where a "trial period" is more efficient than a full interview loop.
• For internal rotations where the candidate's performance data is already known and validated.

Core Process

Step 1: Define the Scorecard and "The Bar"

1. Outcomes: List 3-5 specific, measurable results the person must deliver. (Source: Johnson, Ch. 4)
2. The Bar: Define what "better than average" looks like for the current team. (Source: Bock, Ch. 3)