Check a job offer for scam warning signs
Reviews a vacancy or recruiter message while avoiding false accusations.
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Reviews a vacancy or recruiter message while avoiding false accusations.
Compares version markers and approvals before trusting a document.
Organises files, provenance and redactions for a human reviewer.
Explains substantive changes instead of just listing altered words.
Separates decisions, proposals and promises from casual discussion.
Produces a targeted request list instead of another broad research loop.
Surfaces conflicts in versions, figures and promises with precise citations.
Orders events without inventing dates or merging unrelated people.
Gives a short publish/hold verdict with specific verification steps.
Rewrites overconfident claims at the certainty the evidence deserves.
Turns an entrenched argument into testable evidence requirements.
Explains whether apparently conflicting sources actually answer the same question.
Makes an article, pitch or report auditable line by line.
Defines evidence thresholds that make a future review worthwhile.
Compares the original reasons with new evidence without hindsight theatre.
Separates intention, tool action, server result and user-visible outcome.
Checks every important claim against evidence the AI can actually see.
Imagines an alternate path without claiming to predict a life.