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.
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.
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.
Walk in knowing more about the company than the interviewer expects
Get a concise company-and-role briefing before an interview: recent news, role context, likely questions, salary context, and smart questions to ask.
Apply smarter, not just more
Mass-applying with the same resume gets mass-rejected. This skill builds a tracking system, tailored resume modules, cover letter templates, and weekly quotas so you stay consistent without burning out.
Turn every "no" into usable data for your next "yes"
Turn rejection patterns into useful signal so you can adjust your search instead of guessing.
Real sources, named experts, actual quotes
Deep research that finds primary sources with named individuals, community sentiment from Reddit/HN/X, and news coverage. No summaries of summaries — actual quotes with URLs.