mcpbeat

Assessment Design

cosmicstack-labs/assessment-design

Formative vs summative, rubric design, authentic assessment, competency-based evaluation, and feedback

572 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
365
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/cosmicstack-labs/mercury-agent-skills --skill assessment-design

The instruction itself

8 sections, as written by the author

Assessment Design

Create fair, effective assessments that measure real learning.

Assessment Types

| Type | Purpose | Frequency | Examples |

|------|---------|-----------|----------|

| Diagnostic | Find starting point | Before instruction | Pre-test, KWL chart |

| Formative | Guide learning | Ongoing | Exit tickets, quizzes, discussion |

| Summative | Evaluate achievement | End of unit | Exam, project, presentation |

| Authentic | Real-world application | Culminating | Portfolio, case study, simulation |

| Competency-based | Demonstrate mastery | On demand | Performance tasks, certifications |

Rubric Design

Analytic Rubric (Preferred)

| Criteria | 1 - Novice | 2 - Developing | 3 - Proficient | 4 - Exemplary |

|----------|-----------|---------------|----------------|----------------|

| Clarity | Unclear, confusing | Somewhat clear | Clear and organized | Exceptionally clear |

| Evidence | No support | Limited support | Relevant support | Compelling, diverse evidence |

| Analysis | Summary only | Some analysis | Good analysis | Deep, nuanced insight |

Holistic Rubric

Single score based on overall quality. Faster but less specific.

Best Practices

  • Define 3-5 criteria aligned to learning objectives
  • Use observable, specific language (not "good" or "poor")
  • Include examples or exemplars for each level
  • Share rubrics before the assessment
  • Calibrate with other assessors before grading

Feedback Principles

  • Timely: Within 24-48 hours or before next similar task
  • Specific: "Your thesis statement clearly argues X" (not "good job")
  • Actionable: "Try using a clearer topic sentence at paragraph start"
  • Kind: Address the work, not the person
  • Forward-looking: "For next time, consider..."

Competency-Based Assessment

  • Learners advance upon demonstration of mastery
  • Multiple assessment opportunities
  • No penalty for first attempts
  • Focus on skills and application, not time spent
  • Personalized learning paths

How to use it

Copy the folder

Take cosmicstack-labs/assessment-design from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.