Creates course evaluation forms with rating scales, open-ended questions, and improvement-focused categories for gathering actionable student feedback.
Use this skill when you need to:
DO NOT use this skill for customer satisfaction surveys, product feedback forms, or employee performance reviews. This is specifically for educational and training program evaluation.
EVERY FEEDBACK FORM MUST GENERATE ACTIONABLE DATA THAT DIRECTLY INFORMS COURSE IMPROVEMENTS — NOT JUST VANITY METRICS THAT CONFIRM WHAT YOU ALREADY BELIEVE.
Gather the inputs that shape the feedback form. No brief, no form.
Ask the user for each of these. If they do not provide one, use the default.
| Input | What to Ask | Default |
|---|---|---|
| Course/program name | "What course or program is this feedback form for?" | No default — must be provided |
| Format | "Is this for a live workshop, online course, cohort program, or self-paced course?" | Online course |
| Duration | "How long is the program? (single session, multi-week, etc.)" | Multi-week |
| Key areas to evaluate | "What specific aspects do you want feedback on? (content, instructor, materials, pacing, etc.)" | Content quality, pacing, instructor effectiveness, materials, overall satisfaction |
| Response format | "Do you want a digital form, printable PDF, or both?" | Digital form |
Present this before moving forward:
## Feedback Form Brief
**Course:** [Name]
**Format:** Online course, 6 weeks
**Areas to evaluate:** Content relevance, pacing, instructor clarity, support quality, actionable takeaways
**Response format:** Digital form (Google Forms / Typeform compatible)
**Estimated completion time:** 5-7 minutes
GATE: Do not proceed to Phase 2 until the user confirms or adjusts the brief.
Design the form architecture with section flow and question types.
## Section: [Category Name]
Questions: [count]
Type: [Likert / Rating / Open-ended / Mixed]
1. [Question text] — [Question type]
2. [Question text] — [Question type]
GATE: Present the form structure and wait for user approval before writing full questions.
Build the complete feedback form with all questions, instructions, and response options.
1. Welcome Message
2. Rating Sections (by category)
3. Open-Ended Questions
4. Closing Section
Review the form for survey fatigue risks:
Provide a brief guide for interpreting results:
## How to Use This Feedback
**Quantitative data:** Calculate averages per category. Flag any category scoring below 3.5/5.
**Qualitative data:** Code open-ended responses into themes. Look for patterns mentioned 3+ times.
**Action threshold:** Any item below 4.0 average or mentioned negatively 3+ times = immediate improvement priority.
**Testimonial mining:** Responses to "most valuable" question are your best source for marketing copy.
Rating section excerpt:
## Content Quality (1-5 scale)
1. The course content was relevant to my business needs
2. The material was presented at an appropriate depth
3. I can immediately apply what I learned
4. The examples and case studies were realistic and helpful
Open-ended excerpt:
15. What was the single most valuable takeaway from this course?
16. If you could change one thing about this course, what would it be?
Rating section excerpt:
## Workshop Experience (1-5 scale)
1. The workshop met my expectations based on the description
2. The facilitator was engaging and knowledgeable
3. The hands-on exercises were useful
4. The pacing allowed enough time for questions