What is included
Evidence checks, data checks, scope checks, and a human approval checklist.
Use the template
- Save the Markdown file and keep a copy for each task.
- Replace the bracketed fields with information for that task.
- Retain source links, limits, and open questions with the result.
Use a text editor or a Markdown editor. If you use the material with an AI service, its account requirements and charges apply to your own setup.
Read or copy the file
# AI output review checklist ToolFlowKit original template · v0.1 · 2026-10-20 ## Task and scope - [ ] The output answers the actual task. - [ ] The audience, format, and constraints are respected. - [ ] Assumptions and unresolved questions remain visible. ## Evidence - [ ] Important factual claims are checked against their original sources. - [ ] Source URLs support the specific claim beside them. - [ ] Quoted words match the source. - [ ] Conditions, dates, regions, and versions are preserved. - [ ] A model's confidence or agreement is not treated as supporting evidence. ## Data and calculations - [ ] Reporting windows and timezones are comparable. - [ ] Missing information is distinct from a recorded zero. - [ ] Totals and a sample of important rows have been reconciled. - [ ] Original input files and transformation steps are retained. - [ ] Percentages have the correct denominator. ## Handoff - [ ] The next action is clear. - [ ] External publishing, messages, or account changes have appropriate human approval. - [ ] Sensitive information and account keys are not included in a shared output. - [ ] The reviewer and review date are recorded where the task needs them. Reviewer: [Name or internal role] Reviewed on: [Actual date] Remaining questions: [List them here] This checklist supports review; completing it is not a guarantee that an output is correct. Service, model, and software costs remain with the user's chosen setup. License: CC0 1.0 Universal. https://creativecommons.org/publicdomain/zero/1.0/
Use it in a workflow
Prepare a source-backed product brief, or plan a reviewed weekly report.