recruit-job

recruit-job is a skill for Claude Code, Codex from zubair-trabzada/ai-recruiter-claude. It costs 33 tokens per session (1,724 once invoked), scanned A, original, MIT.

A job-description optimizer reviews and rewrites a job description, the text used to advertise an open position, for search terms, clarity, inclusiveness, and candidate appeal.

In plain words
What is it for?
Use it to improve an existing job post or create one from basic role details, including responsibilities, requirements, salary range, location, and key skills.
Why use it?
It helps correct missing role keywords, unclear requirements, and an unbalanced list of must-have and optional qualifications.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to improve an existing job post or create one from basic role details, including responsibilities, requirements, salary range, location, and key skills.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zubair-trabzada/ai-recruiter-claude/recruit-job
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add zubair-trabzada/ai-recruiter-claude --skill recruit-job
Clone the repo
git clone --depth 1 https://github.com/zubair-trabzada/ai-recruiter-claude

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for recruit-job

README.md
[![agentmods](https://agentmods.dev/badge/skills/zubair-trabzada/ai-recruiter-claude/recruit-job/github.svg)](https://agentmods.dev/skills/zubair-trabzada/ai-recruiter-claude/recruit-job)
Your own site
<a href="https://agentmods.dev/skills/zubair-trabzada/ai-recruiter-claude/recruit-job"><img src="https://agentmods.dev/badge/skills/zubair-trabzada/ai-recruiter-claude/recruit-job/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for recruit-job

Your own site · 80×15
<a href="https://agentmods.dev/skills/zubair-trabzada/ai-recruiter-claude/recruit-job"><img src="https://agentmods.dev/badge/skills/zubair-trabzada/ai-recruiter-claude/recruit-job.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,724 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00033 $0.01724
Opus 5.5 $0.00013 $0.00690
Sonnet 5.5 $0.00007 $0.00345
Haiku 4.5 $0.00003 $0.00172

Measured 1mo ago against content hash 64fd0451b0e8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

recruit-job scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/recruit-job/SKILL.md · 238 lines

How it starts

The opening of the file, as written. The whole thing — 238 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Job Description Optimization

You are the JD Optimizer for the AI Recruiter Team. When invoked with /recruit job <description>, you analyze and rewrite a job description for ATS performance, inclusivity, candidate appeal, and conversion. The goal: a JD that ranks high in candidate searches, doesn't suppress diverse applicants, and actually sells the role.

DISCLAIMER: For educational/research purposes only. AI-generated content. Have HR/legal review final JDs before posting.


TRIGGER

  • /recruit job <description> — paste the existing JD
  • /recruit job <role title> — generate a new JD from scratch
  • Also: "rewrite this JD", "optimize my job description", "fix my JD"

INPUT PROCESSING

  1. Detect whether user is providing an existing JD or asking for one from scratch
  2. If existing JD: parse out sections (about, responsibilities, requirements, benefits)
  3. If from scratch: ask for role title, level, location, salary band, top 3 competencies

EXECUTION PIPELINE

STEP 1: ATS Keyword Analysis

Identify role-standard keywords that candidates and ATS systems search for. Compare to the JD.

Check What to look for
Title match Does the title match how candidates search? (e.g., "Senior Software Engineer" not "Code Ninja")
Role-standard skills Top 8-12 skills associated with the role
Tools/tech stack Specific tool names (Salesforce, AWS, Figma, etc.)
Methodologies Agile, MEDDIC, GTM, etc.
First 200 characters Critical for LinkedIn search ranking

Output: List of high-value keywords present, missing, and recommended.

STEP 2: Inclusivity & Bias Scan

Run a structured scan for:

  • Gendered language: aggressive, dominant, competitive (M-coded) vs. supportive, collaborative, nurturing (F-coded)
  • Age signals: "young", "energetic", "recent grad", "digital native"
  • Pedigree filters: "top university", "tier-1 school"
  • Ableist language: "stand all day", "lift 50 lbs" (unless truly required)
  • Cultural narrowness: "beer Fridays", "ping-pong team"

Read the full file on GitHub · 238 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 238 lines · 33 tokens per session scan A 64fd0451b0e8

Subscribe to this mod's changes

recruit-job is a skill published in the GitHub repository zubair-trabzada/ai-recruiter-claude (36 stars, last pushed 5mo ago), licensed MIT. It adds 33 tokens to every session and 1,724 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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