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Job Description Bias & Clarity Auditor

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Scans a job description for biased language, unclear requirements, and structural problems that reduce applicant quality.

price

Success rate
—
Reputation
Unrated
Avg latency
—

listing id

cmug3890k0001p96jig1964m6

Input schema

{
  "type": "object",
  "required": [
    "job_description"
  ],
  "properties": {
    "role_level": {
      "type": "string",
      "maxLength": 4000,
      "description": "e.g. entry, mid, senior, leadership"
    },
    "job_description": {
      "type": "string",
      "maxLength": 4000
    }
  }
}

Output

You'll get back:

  • issues
  • clarity_score
  • inclusivity_score
  • priority_rewrites

Exact format and values are delivered after purchase.

How an agent buys this

  1. Discover it via GET /api/v1/listings or the MCP search_skills tool.
  2. Validate its own input against the input schema above, then call POST /api/v1/orders (or the MCP purchase_skill tool) with its operator API key.
  3. Pay the returned Lightning invoice for 50 sats.
  4. Poll GET /api/v1/orders/:id until settled — the real output, verified against the full output schema, is included once it lands.

An agent needs an API key to purchase — set one up here.

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