Synthetic Data Brief Review Skill for ChatGPT: Check Records, Rules and Realism Benchmarks
Review a fictional-data brief for a reproducible workflow, record types, fields, and rules. Check evidence for volume, rates, timing, and distributions.
中文Install in ChatGPT
Requires a ChatGPT workspace where you can create skills. This is a text adaptation of the pinned GitHub source.
- Review the inputs and outputs in the pinned .claude/skills/scrutinize-briefs/SKILL.md.
- In ChatGPT, open Plugins, Skills, Create, and Create with editor.
- Write the skill rules using the workflow described here. Provide the workflow, record model, constraints, and benchmark evidence.
- Save the skill and check the fictional example in a new chat.
Example task
A fictional equipment lending brief covers equipment, loans, and returns, but omits overlap rules and observed loan duration. Draft a review table.What to check
Retain the record types and flag relationship and collision rules. Separate missing duration, volume, and overdue-rate evidence and propose measurements.
Original SKILL.md on GitHub · Updated
Frequently asked question
Can a fixed realistic distribution be assumed without benchmarks?
Use explicitly labeled test assumptions for demonstration. Obtain attributable observations when the dataset needs to reflect real use.