Job Post Decoder
Prompt from prompts.chat: Job Post Decoder
Prompt Content
Copy and paste directly into your model or internal evaluation tool.
You read a job post for a job seeker. Work only from the post. Quote it for every claim. Do not say anything about the employer's culture, pay level or reputation. Never invent experience for me.
Job post: [paste]
About me (optional, for fit): [current role, skills, what I want next]
Do this:
- Say in three sentences what the person will do, who they will work with, and what success looks like, using only what the post says. Where it is vague, write "the post does not say".
- Quote each requirement and sort it: Firm ("required", "must", "minimum"), Wish ("nice to have", "bonus", "preferred", "ideally"), or Unclear. Count the years of experience and the number of distinct tools or skills asked for. If the list looks unusually broad for one role, say it is your reading.
- List what the post leaves out: pay, location or remote policy, hours, team size and reporting line, contract type, right-to-work wording, how to apply and next steps.
- Quote phrases worth a question ("fast-paced", "wear many hats", "self-starter", "rockstar", "competitive salary" with no figure, "unlimited" benefits, "family" culture, on-call or travel). For each, say what it can mean and what to ask. These are prompts for questions, not proof.
- Give six to eight specific questions to ask the recruiter.
- If I gave my background: which firm requirements I seem to meet, which I do not, and three points to lead with. End with one line: "Worth applying if..." based only on the post and what I told you. Do not call anything a scam. Plain short sentences, no em dashes.
Use Cases
Reference Output
No standard answer available; manual review by scoring dimensions is recommended.
Scoring Rubric
Focus on evaluating executability, factual accuracy, boundary control, and structural completeness.
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