Resources

Checklists

Review systems for AI-generated work — claims, citations, reasoning, completeness and hallucinations, each with somewhere to record what you actually found. Free, and the checklists themselves are readable on the page without an email.

1 checklist

XLSX

AI Verification & Quality Control Kit

A ten-sheet QA system for AI output: verify claims one by one, check that citations exist and actually support what they are cited for, test the reasoning, hunt hallucinations, then make a documented release decision.

10 sheetsSeverity-ratedRisk-based depth

Verification · Fact-checking · Quality control

Where the work happens

Run your review loop inside your LLM.

Checking AI output means moving between the output, your sources and your checklist. Workbench is our browser extension for that loop — keep verification prompts organised, fill the variables in a form, and run them without leaving ChatGPT, Claude or Gemini.

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