From file to useful result
How to ask with this skill installed
Installing the skill gives your AI a method. Your request still has to provide the case-specific facts, constraints and expected output.
1Name the real task
Describe the decision or deliverable, not just the topic.
2Provide the evidence
Add source material, audience, limits and known facts.
3Define done
Set format, quality criteria and checks.
Source example
Replace the brackets with your case
When to use it
- Monitoring for signs of an upcoming critic visit
- Responding to a newly published professional review
- Tracking aggregate review ratings and sentiment over time
- Identifying patterns in diner reviews that may indicate service or kitchen problems
- Investigating a sudden drop in Google or Yelp ratings
- Preparing for a Michelin inspection visit
- Reporting review performance to restaurant ownership monthly
Mistakes to avoid
- Asking staff to "act like critics are coming" during a suspected inspection — experienced inspectors know when they're being treated differently; the inconsistency itself is a red flag; maintain the same standard always
- Responding defensively to negative reviews — "I'm sorry you felt the food was cold, but our kitchen is..." starts with the word "sorry" but immediately undermines it; take responsibility without qualifying
- Ignoring the date of reviews when analyzing patterns — a review from 3 years ago is not relevant to a current issue; always look at the most recent 6 months for operational patterns
- Not training the host and manager on review response policy — any team member who responds to a review without review can create a PR crisis; centralize review response in the GM or ownership