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
- Managing an active cohort of students across multiple sessions
- Tracking attendance and identifying students who are falling behind
- Scoring and monitoring student engagement signals
- Fostering community and peer connections within a cohort
- Producing cohort health reports for instructors or leadership
- Identifying at-risk students before they disengage or drop out
Mistakes to avoid
- No early warning system: Waiting until Week 8 to notice a student hasn't engaged since Week 3 — too late to recover them
- Treating all students the same: High performers and at-risk students need different approaches
- Over-relying on automated nudges: Personal human outreach is more effective for disengaged students
- No community infrastructure: A cohort without community support is far more likely to have dropouts
- Not tracking cohort-level trends: If 60% of students are struggling with the same topic, it's a curriculum problem, not a student problem