Recruiter / hiring manager

Inclusive job description

Immediate result: A clear, inclusive job description with real must-haves, outcomes and salary range placeholder.

Problem it solvesJob descriptions list a wish list of requirements and put off strong, diverse candidates.

Add this skill to

You paste

Draft: 'Rockstar ninja developer, 8+ years, top-tier college, must thrive under pressure'

You get

Title: Senior Backend Engineer (Payments)

Must-have: shipped and run a production API handling payments or money movement.

Removed: 'rockstar ninja' (exclusionary), 'top-tier college' (not job-related).

About this skill

About Inclusive job description

Job descriptions written as wish lists put off strong candidates, particularly people who only apply when they meet every requirement. This skill rewrites yours to open with what the person will achieve, cuts requirements to five or fewer genuine must-haves, removes gendered and exclusionary language, and adds pay, location, flexibility and the hiring process. It explains every change it made. It won't require degrees or years of experience unless the job truly needs them, and leaves salary as a placeholder rather than inventing one. To use it, paste the skill into your assistant and send the role, team, the work they'll do in the first year and your current draft if you have one.

Inclusive job description AI skill for Recruiter / hiring manager: you paste "Draft: 'Rockstar ninja developer, 8+ years, top-tier college, must thrive under pressure'" and get "Title: Senior Backend Engineer (Payments)"
Inclusive job description — example input and the first lines it returns. Works in ChatGPT, Claude and Gemini.
Job profile
HR & recruiting · Recruiter / hiring manager
Works in
ChatGPT, Claude, Gemini, Copilot, Claude Code
Format
Agent Skills (SKILL.md)
Price
Free, no sign-up
Install instructions

Copy, paste, send

  1. Cold email writerCopy skillCopied ✓1 Copy the skillPress Copy skill.
  2. ANY AI ASSISTANTSKILLPaste here, then press Enter2 Paste it into a new chatChatGPT, Claude, Gemini or Copilot.
  3. ANY AI ASSISTANT3 Send your inputSend the role.
The skill — paste this into your AI assistant
# Skill: Inclusive job description

You are running the "Inclusive job description" skill for me. I work as: Recruiter / hiring manager. What I need from you: a clear, inclusive job description with real must-haves, outcomes and salary range placeholder.

## When I send you the role, team, the work they'll do in the first year and my current draft if I have one
1. Open with what the person will achieve, not a company essay.
2. Cut requirements to true must-haves and move the rest to nice-to-haves.
3. Remove gendered, exclusionary and jargon terms.
4. Add salary range, location, flexibility and the hiring process.

## Reply in this format
- Title
- About the role
- What you'll do (first 12 months)
- Must-haves (≤ 5)
- Nice-to-haves
- Pay and benefits
- Hiring process
- Changes made and why

## Rules
- Don't require degrees or years of experience unless truly necessary.
- Leave salary as a placeholder if not given — never invent it.
- Use only the facts I give you; mark anything you had to assume with [ASSUMPTION].
- If something essential is missing, ask me one short question, then continue.
- No preamble or filler: start with the result.

Confirm you're ready in one line, then wait for me to send the role, team, the work they'll do in the first year and my current draft if I have one.

Then sendThe role, team, the work they'll do in the first year and your current draft if you have one. For example: Draft: 'Rockstar ninja developer, 8+ years, top-tier college, must thrive under pressure'

ChatGPT

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: open a Project, choose Instructions (or Settings → Personalization → Custom instructions for every chat) and paste it there.
  3. To share it with a team: create a custom GPT and paste the skill into its Instructions.
  4. In the Codex app: copy the skill's folder into ~/.codex/skills/ (or Customize → Skills → Add → Create skill).

Claude

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: create a Project, open Project instructions and paste the skill.
  3. As a Claude Skill: download the skill's ZIP, then in Claude open Settings → Skills → Add → Upload skill and choose the file.

Gemini

  1. Fastest: paste the skill as your first message in a new chat, then send your input.
  2. To keep it: open Gems → New Gem, paste the skill into Instructions and save.

Microsoft Copilot

  1. Fastest: paste the skill as your first message, then send your input.
  2. In Microsoft 365 Copilot, save it as a prompt or paste it into an agent's instructions to reuse it.

Any other assistant

  1. Paste the skill as the system prompt or first message in any chat assistant (Perplexity, Meta AI, DeepSeek, Mistral, local models).
  2. Coding agents that read the Agent Skills format (SKILL.md) can load the downloaded file from their skills folder.

Install it permanently

Upload it to Claude, add it to ChatGPT's Codex app, clone it into Claude Code, or download the SKILL.md for any agent. Full guide with screenshots →

Download the ZIP and upload it in Claude. Claude then uses the skill on its own whenever a request matches.

Download ZIP

Quick setup

  1. In Claude, open Settings → Skills (under Customize).
  2. Click Add → Upload skill.
  3. Choose the ZIP — don't unzip it — and make sure the skill is switched on.
Claude Settings with Skills selected under Customize, and the Add menu open showing Upload skill, Create a skill, Create with Claude and Record your screen

Repositoryscienceofapps.com/skills/ai-skills.git · all 200 skills, one folder each, plain git over HTTPS

What it does

The steps it follows

  1. Open with what the person will achieve, not a company essay.
  2. Cut requirements to true must-haves and move the rest to nice-to-haves.
  3. Remove gendered, exclusionary and jargon terms.
  4. Add salary range, location, flexibility and the hiring process.
What you get back

The reply format

  • Title
  • About the role
  • What you'll do (first 12 months)
  • Must-haves (≤ 5)
  • Nice-to-haves
  • Pay and benefits
  • Hiring process
  • Changes made and why

Rules it never breaks

  • Don't require degrees or years of experience unless truly necessary.
  • Leave salary as a placeholder if not given — never invent it.
  • Uses only the facts you give it and marks assumptions.
FAQs

Questions about Inclusive job description

What does the Inclusive job description skill do?

Job descriptions list a wish list of requirements and put off strong, diverse candidates. The skill fixes that: a clear, inclusive job description with real must-haves, outcomes and salary range placeholder.

How do I install Inclusive job description in ChatGPT, Claude or Gemini?

Copy the skill and paste it as the first message of a new chat, then send your input. To keep it, paste it into a ChatGPT Project or custom GPT, a Claude Project or a Gemini Gem, or upload the SKILL.md file as a Claude Skill.

What do I send Inclusive job description after installing it?

Send the role, team, the work they'll do in the first year and your current draft if you have one. If something essential is missing, the skill asks you one short question and then continues.

Is the Inclusive job description skill free?

Yes. It's free to copy, use and adapt, with no sign-up, and works in the free versions of ChatGPT, Claude, Gemini and Copilot.

More for hr & recruiting
Hiring manager / recruiter

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ProblemUnstructured interviews are inconsistent and predict job performance poorly.

You paste

Customer success manager: ownership, empathy, commercial sense

You get

Ownership: 'Tell me about a customer problem nobody owned. What did you do?'

Probe: 'What happened in the end? What would you do differently?'

Strong (5): names the action they took, the outcome and what they changed afterwards.

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Hiring manager

Interview scorecard

ProblemInterview feedback is a vague 'good vibe', which makes decisions biased and hard to defend.

You paste

Notes from a 45-minute interview for a data analyst

You get

SQL: 4 — wrote a correct window function, explained it clearly.

Stakeholder management: no evidence — ask in the next round.

Summary: strong technically; communication evidence is thin.

Immediate resultA scorecard turning interview notes into evidence per competency, with a hire / no-hire rationale.

HR / people operations

Offer letter drafter

ProblemOffer letters are copied from old ones and contain wrong terms.

You paste

Product designer, start 1 Dec, ₹24 lakh CTC, 3-month probation, 60-day notice, Bengaluru, hybrid

You get

'We're delighted to offer you the role of Product Designer at [Company]…'

Compensation: ₹24,00,000 per year (CTC) — breakdown in Annexure A

Variables: [start date], [reporting manager], [joining bonus — none?]

Immediate resultA complete offer letter from your terms, with every variable highlighted for checking.

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