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.
Adaptable starting prompt
Replace the brackets with your case
When to use it
- Tracking student progress throughout an active course or program
- Generating individual student progress reports
- Identifying students who are falling behind or disengaging
- Producing instructor-facing cohort health reports
- Measuring program completion rates and outcomes
- Preparing student progress documentation for parents or sponsors
Mistakes to avoid
- Tracking too many metrics: If everything is tracked, nothing is tracked well. Focus on the 5-8 metrics that actually matter.
- No early warning system: Waiting until the end of the program to notice a student is struggling — too late.
- No longitudinal view: A single quiz score means nothing; a trend over time is what matters.
- Progress reports that blame the student: Frame reports around what can be done, not just what's wrong.
- Not involving students in progress tracking: Self-assessment and reflection are powerful learning tools.