Canvas Assignment Design

Canvas Assignment Design

Design Canvas assignments following evidence-based learning science principles.

Skill Purpose

This skill guides educators through designing effective Canvas assignments by:

• Applying the Four Learning Design Pillars to assignment structure
• Generating assignment descriptions, rubrics, and settings
• Optionally creating assignments directly in Canvas via canvas-mcp

The skill ensures assignments are pedagogically sound, learner-centered, and aligned with established learning science research.

Usage

/canvas-assignment-design
/canvas-assignment-design "peer review essay on climate change"
/canvas-assignment-design --type quiz --topic "cell biology"

Arguments:

• [description] - Optional brief description of the assignment you want to create
• --type - Assignment type: assignment, quiz, discussion, peer_review
• --course - Canvas course ID for direct creation
• --no-canvas - Design only, skip Canvas creation even if canvas-mcp is available

Workflow

Phase 1: Learning Objective Clarification

Ask the educator:

1. What should students be able to do after completing this assignment?

• Use action verbs (analyze, create, evaluate, apply)
• Connect to course-level learning outcomes

1. What type of assignment best supports this objective?

• Standard assignment (papers, projects, submissions)
• Quiz (knowledge checks, assessments)
• Discussion (peer interaction, idea exchange)
• Peer review (feedback skills, collaborative learning)

1. What is the context?

• Course level (intro, intermediate, advanced)
• Where in the course sequence (early, mid, capstone)
• Estimated student time commitment

---

Phase 2: Design Decisions by Pillar

Guide the educator through design choices, citing specific principles:

Pillar 1: Clear, Purposeful Structure

| Principle | Design Question | Canvas Implementation | |-----------|-----------------|----------------------| | 1.1.1 Small segments | Can this be broken into smaller milestones or checkpoints? | Use multiple submissions or staged deadlines | | 1.3.1 Clear objectives | Are learning objectives stated at the top? | Add objectives in assignment description header | | 1.3.3 Lesson alignment | Does the assignment directly support course objectives? | Map to outcomes in Canvas | | 1.3.4 Expectation setting | Are success criteria crystal clear? | Attach detailed rubric; provide sample submissions | | 1.2.2 Integrated format | Are all resources the student needs accessible in one place? | Embed resources directly in assignment description |

Structure Checklist:

• [ ] Learning objectives stated clearly
• [ ] Broken into logical steps or phases
• [ ] Connected to prior modules/lessons
• [ ] Rubric attached with clear criteria

---

Pillar 2: Active, Engaging Learning Content

| Principle | Design Question | Canvas Implementation | |-----------|-----------------|----------------------| | 2.3.4 Storytelling | Can you frame this as a scenario or case study? | Write assignment as a narrative with context | | 2.3.7 Interest and relevance | Is this connected to students' careers or interests? | Reference real-world applications | | 2.2.2 Activity-based content | Does this require active creation, not just consumption? | Focus on producing artifacts, not reading summaries | | 3.1.5 Authentic practice | Does this mirror real-world professional tasks? | Use industry scenarios, tools, or formats | | 2.3.3 Activating prior knowledge | How does this build on what students already know? | Include reflection on prior learning |

Engagement Checklist:

• [ ] Authentic, real-world context provided
• [ ] Active production required (not passive)
• [ ] Connected to student interests/careers
• [ ] Prior knowledge explicitly activated

---

Pillar 3: Continuous Practice & Feedback

| Principle | Design Question | Canvas Implementation | |-----------|-----------------|----------------------| | 3.1.1 Varied practice | Does this offer a different format than prior assignments? | Vary between writing, multimedia, presentations | | 3.1.6 Low-stakes practice | Should this be low-stakes formative or high-stakes summative? | Practice quizzes with unlimited attempts vs. graded | | 3.2.1 Targeted feedback | What specific feedback will students receive? | Rubric with actionable criteria | | 3.2.4 Worked examples | Have you provided models or exemplars? | Link to sample submissions in description | | 3.2.5 Clear instructions | Are instructions unambiguous? | Step-by-step numbered instructions | | 3.3.2 Generating explanations | Does this prompt higher-order thinking? | Include reflection/explanation prompts |

Feedback Checklist:

• [ ] Rubric with specific, actionable criteria
• [ ] Sample/exemplar submission provided
• [ ] Clear instructions (numbered steps)
• [ ] Reflection or explanation component included

---

Pillar 4: Simple, Intuitive User Experience

| Principle | Design Question | Canvas Implementation | |-----------|-----------------|----------------------| | 4.3.2 Time estimates | How long should this take students? | State estimated time in description | | 4.2.3 Viewability | Will this work on mobile? | Test embedded content responsiveness | | 4.2.5 Minimalist design | Is the description clear and uncluttered? | Use headers, bullets, white space | | 4.1.3 Interactive clarity | Are clickable elements obvious? | Clear button labels for submissions |

UX Checklist:

• [ ] Time estimate provided
• [ ] Scannable format (headers, bullets)
• [ ] Mobile-friendly resources
• [ ] No unnecessary complexity

---

Phase 3: Generate Assignment Components

Based on the design decisions, generate:

1. Assignment Description Template

## Learning Objectives
By completing this assignment, you will be able to:
- [Objective 1 - action verb]
- [Objective 2 - action verb]

## Overview
[Brief engaging context - use storytelling/scenario framing]

**Estimated Time:** [X hours]

## Instructions
1. [Step 1]
2. [Step 2]
3. [Step 3]

## Resources
- [Embedded resource 1]
- [Embedded resource 2]

## Submission Requirements
- [Format requirements]
- [File types accepted]
- [Length/scope expectations]

## Evaluation Criteria
See attached rubric. Key areas:
- [Criterion 1]
- [Criterion 2]
- [Criterion 3]

## Sample Submission
[Link to exemplar or description of what success looks like]

2. Rubric Criteria

Generate rubric criteria aligned with learning objectives:

| Criterion | Excellent (4) | Proficient (3) | Developing (2) | Beginning (1) | |-----------|---------------|----------------|----------------|---------------| | [Objective 1] | [Description] | [Description] | [Description] | [Description] | | [Objective 2] | [Description] | [Description] | [Description] | [Description] | | [Objective 3] | [Description] | [Description] | [Description] | [Description] |

3. Canvas Settings Recommendations

• Submission Type: [Online/File upload/Media/etc.]
• Allowed Attempts: [1/Multiple/Unlimited]
• Due Date Strategy: [Single date vs. milestone dates]
• Peer Review: [Enabled/Disabled, anonymous or not]
• Turnitin: [If applicable]
• Points: [Suggested point value]
• Assignment Group: [Suggested category]

---

Phase 4: Canvas Creation (Optional)

If canvas-mcp is available and the educator confirms, create the assignment:

1. Confirm course ID and assignment group
2. Create assignment with generated description
3. Create and attach rubric
4. Set submission type and other settings
5. Return assignment URL

---

Canvas MCP Integration

This skill integrates with canvas-mcp for direct Canvas LMS operations.

Required Tools

| Tool | Purpose | |------|---------| | list_courses | Find target course ID | | list_assignments | Review existing assignments for consistency | | create_assignment | Create the new assignment | | update_assignment | Modify existing assignments | | list_rubrics | Check existing rubrics | | create_rubric | Create aligned rubric |

Integration Flow

1. Check canvas-mcp availability
   |
2. If available:
   +-- list_courses -> let educator select course
   +-- list_assignments -> review existing for consistency
   +-- create_assignment -> with generated content
   +-- create_rubric -> attach to assignment
   +-- Return assignment URL
   |
3. If not available:
   +-- Output assignment design for manual creation
   +-- Include copy-paste ready content

Example canvas-mcp Tool Usage

// Create assignment
create_assignment({
  course_id: "12345",
  name: "Climate Change Policy Analysis",
  description: "[Generated description with learning objectives, instructions, etc.]",
  submission_types: ["online_upload"],
  allowed_extensions: ["pdf", "docx"],
  points_possible: 100,
  due_at: "2024-02-15T23:59:00Z",
  published: false  // Draft first for review
})

// Create rubric
create_rubric({
  course_id: "12345",
  assignment_id: "67890",
  title: "Climate Change Policy Analysis Rubric",
  criteria: [
    {
      description: "Analysis Depth",
      points: 25,
      ratings: [
        { description: "Excellent", points: 25 },
        { description: "Proficient", points: 20 },
        { description: "Developing", points: 15 },
        { description: "Beginning", points: 10 }
      ]
    }
    // ... additional criteria
  ]
})

---

Examples: Principles in Action

Example 1: Research Paper Assignment

Traditional approach: > "Write a 5-page research paper on a topic of your choice related to environmental science. Due in 3 weeks."

Pillar-informed approach:

> ## Learning Objectives > By completing this assignment, you will be able to: > - Evaluate scientific sources for credibility and relevance (aligns with course outcome 3) > - Synthesize multiple perspectives on an environmental issue > - Construct an evidence-based argument using APA format > > ## The Challenge > You are a policy advisor for a city council considering new environmental regulations. The council has asked you to analyze ONE of the following issues and provide a research-backed recommendation: > - Urban heat island mitigation strategies > - Single-use plastic ban effectiveness > - Electric vehicle adoption incentives > > Estimated Time: 8-10 hours over 3 weeks > > ## Milestones > 1. Week 1: Topic selection + 3 source annotations (15 pts) > 2. Week 2: Outline + thesis statement (15 pts) > 3. Week 3: Final paper (70 pts) > > ## Resources > - [Video: Evaluating Scientific Sources (8 min)] > - [Sample policy brief from previous semester] > - [APA formatting guide]

Principles applied:

• 1.1.1 Small segments: Broken into 3 milestones
• 2.3.4 Storytelling: Framed as policy advisor scenario
• 3.1.5 Authentic practice: Real-world policy context
• 3.2.4 Worked examples: Sample provided
• 4.3.2 Time estimates: 8-10 hours stated

---

Example 2: Quiz Design

Traditional approach: > "Chapter 5 Quiz - 20 multiple choice questions, 1 attempt, 30 minutes"

Pillar-informed approach:

> ## Cell Biology Checkpoint > > Purpose: This practice quiz helps you identify which concepts from Chapter 5 you've mastered and which need more review before the unit exam. > > Estimated Time: 15-20 minutes > > ## Format > - 15 questions mixing recall and application > - Unlimited attempts - your highest score counts > - Immediate feedback with explanations after each attempt > > ## Question Types > - Recall: Identify organelle functions > - Application: Predict what happens when cellular processes are disrupted > - Analysis: Compare/contrast cell types > > ## After the Quiz > Review any questions you missed. The linked resources will help: > - [Organelle Functions Review Video (6 min)] > - [Interactive Cell Diagram]

Principles applied:

• 3.1.6 Low-stakes practice: Unlimited attempts
• 3.2.3 Immediate feedback: Explanations after each attempt
• 3.1.1 Varied practice: Mixed question types
• 2.3.2 Explaining features: Purpose explained
• 4.3.2 Time estimates: 15-20 minutes stated

---

Example 3: Discussion Forum

Traditional approach: > "Discuss chapter 3. Respond to at least 2 classmates."

Pillar-informed approach:

> ## Ethical Dilemmas in AI Development > > ## Learning Objective > Apply ethical frameworks from Unit 2 to analyze real-world AI decisions. > > ## The Scenario > Read this article: [Hiring Algorithm Bias Case Study] > > A company's AI hiring tool was found to disadvantage female candidates. You've been asked to advise the company's ethics board. > > ## Your Initial Post (by Wednesday) > In 200-300 words: > 1. Which ethical framework from our readings best applies here? Why? > 2. What would this framework recommend the company do? > 3. What are the limitations of applying this framework? > > Estimated Time: 30-45 minutes > > ## Peer Engagement (by Friday) > Respond to TWO classmates whose posts used a DIFFERENT framework than yours: > - What new perspective did their framework reveal? > - Where do the frameworks conflict, and how might you resolve that? > > Estimated Time: 20-30 minutes > > ## Evaluation > See rubric. Key criteria: > - Accurate application of ethical framework > - Quality of analysis (not just description) > - Substantive peer engagement (not "I agree, great point!")

Principles applied:

• 2.3.4 Storytelling: Real case scenario
• 3.3.2 Generating explanations: "Why" and analysis required
• 3.3.4 Social learning: Structured peer interaction
• 1.3.1 Clear objectives: Stated at top
• 3.2.5 Clear instructions: Specific word counts, deadlines

---

Quick Reference: Pillar Checklist

Use this checklist during assignment design:

Pillar 1: Structure

• [ ] Learning objectives stated explicitly
• [ ] Segmented into manageable parts
• [ ] Aligned with course outcomes
• [ ] Clear expectations and rubric

Pillar 2: Engagement

• [ ] Authentic real-world context
• [ ] Active production (not passive)
• [ ] Prior knowledge activated
• [ ] Relevant to student interests

Pillar 3: Practice & Feedback

• [ ] Varied from other assignments
• [ ] Appropriate stakes (formative/summative)
• [ ] Detailed rubric with actionable feedback
• [ ] Exemplars or worked examples provided

Pillar 4: User Experience

• [ ] Time estimate included
• [ ] Scannable format (headers, bullets)
• [ ] All resources accessible in one place
• [ ] Mobile-friendly

---

Related Skills

• /learning-design-review - Review existing content against all pillars
• /canvas-course-audit - Audit an entire course
• /canvas-feedback-template - Generate feedback templates

References

Principles from {SKILL_DIR}/../principles/learning-design-pillars.yaml, synthesizing:

• Mayer, R. E. (2022). Multimedia Learning
• Cognitive Load Theory research
• Evidence-based instructional design practices

See the YAML file for complete citations and research basis for each principle.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: vishalsachdev
• Source: vishalsachdev/learning-design-pillars
• License: MIT

Install and usage instructions live in the source repository linked above.