Job Description Decoder
Translate corporate jargon into what the job actually is
Translate a posting out of HR-speak and into a clearer picture of the work, the real requirements, and the possible red flags.
PROMPT
Decode this job description into plain language. [paste the full job description here] My background (optional): [brief summary of your experience] Tell me: (1) What this person will actually do day-to-day in plain language. (2) Split the requirements into three buckets: Must-Have, Nice-to-Have, and Wishlist. (3) Red flags — anything concerning about the posting (vague scope, unrealistic requirements, bad cultural signals). (4) A salary sanity check if there is enough information to estimate one; otherwise tell me what is missing. (5) Decode the culture signals: what do their buzzwords really suggest about working there? (6) If I shared my background, assess my fit as a percentage and explain what I would need to emphasize or address.
How It Works
Paste a job description and your Claw translates it from corporate HR-speak
into plain language. It separates likely core requirements from wishlists,
spots red flags, estimates compensation context when possible, and tells you
whether the posting is worth pursuing based on your background.
What You Get
- Plain-language translation of what the role likely involves day to day
- Requirements split: Must-Haves vs. Nice-to-Haves vs. Wishlist / Fantasy
- Red flag detection: unrealistic requirements, vague scope, weak signals
- Salary sanity check when enough context is available
- Culture signals decoded: what phrases like "fast-paced" and "wear many hats" may imply
- Fit assessment: how well does this role match your profile?
- Questions to ask in an interview to verify what the job actually is
Setup Steps
- Paste the full job description
- Optionally share your own background for a fit assessment
- Review the decoded analysis
- Use the fit assessment to decide whether to apply
Tips
- "Fast-paced environment" can mean high change, understaffing, or both — context matters
- "Competitive salary" usually means you need outside data
- If every bullet starts with "Ability to..." the role may not be well-defined
- Required vs. preferred often matters less than the employer claims
- Use the decoded version to write a better-targeted resume and cover letter