Productivity
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writing-job-descriptions

Create high-signal, outcome-based job descriptions, role scorecards, and competency maps to improve hiring quality.

Introduction

This skill provides a structured workflow for hiring managers and recruiters to transform vague hiring requests into professional, high-signal job description packs. Rather than relying on generic responsibility lists, the tool helps define success through 12-month outcome metrics, clear competency spikes, and candidate filtering criteria. It is designed for team leaders, founders, and people ops professionals who want to attract the right talent by being transparent about team pace, constraints, and the specific 'progress' a role is expected to drive.

  • Generates outcome-based job descriptions that focus on what the hire will achieve rather than just tasks.

  • Creates 12-month success scorecards to provide clarity on performance expectations from day one.

  • Defines major and minor competency spikes to identify specific skills that correlate with success in the role.

  • Provides a 'truth' section to filter candidates based on company context, team culture, and specific working constraints.

  • Includes an iteration loop plan to refine the job posting based on initial candidate conversations and feedback.

  • Produces a comprehensive pack including context snapshots, risk assessments, and open questions for hiring teams.

  • Requires input on role title, functional context, the 'why' behind the hire, and specific success outcomes.

  • If details are missing, the skill autonomously triggers a five-question intake process based on standard templates.

  • Intended for internal hiring workflows; it does not provide legal, HR compliance, or labor law advice.

  • Not a substitute for organizational design or broader recruiting strategy; focus is on the tactical creation of the job description pack.

  • Highly effective when used with standardized rubrics and checklists for candidate evaluation.

  • Best suited for roles where clarity of output and cultural fit are as critical as technical proficiency.

  • Integrates well with other hiring skills like candidate evaluation or interview design when managing the full hiring funnel.

Repository Stats

Stars
50
Forks
6
Open Issues
2
Language
Python
Default Branch
main
Sync Status
Idle
Last Synced
May 1, 2026, 07:52 AM
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