Purpose
Generate a structured set of learning objectives — from broad course-level outcomes down to specific, measurable module objectives — each mapped to a level of Bloom's taxonomy and paired with an assessment method. Solves the most common curriculum design failure: objectives written with unmeasurable verbs like "understand" or "learn about" that can't be assessed or defended in review.
When to Use
Invoke this skill when the user asks to:
- Write learning objectives or learning outcomes for a course or module
- Design curriculum aligned to Bloom's taxonomy
- Convert vague course goals into measurable outcomes
- Build a course outline with objectives mapped to assessments
- Fix objectives flagged as unmeasurable in an accreditation or instructional design review
- Scaffold objectives across cognitive levels for a specific audience
Inputs Required
Before starting, collect:
- Subject/topic: What the course or module teaches
- Audience level: Beginner / intermediate / advanced, plus role context (e.g., new managers, senior engineers, MBA students)
- Course scope: Full course, single module, or workshop — and approximate duration
- Number of modules: How many modules or sessions to write objectives for (default: 4–6 if unspecified)
- Delivery format: Self-paced, instructor-led, blended, or executive cohort
- Assessment constraints: Any required assessment types (quiz, project, presentation, peer review) or none
- Prior knowledge assumed: What learners already know entering the course
If audience level or number of modules is missing, assume intermediate learners and 5 modules, and state the assumption.
Instructions
Step 1: Set the Cognitive Ceiling
Determine the highest Bloom's level the course should reach based on audience and scope. Use the six levels of the revised Bloom's taxonomy:
- Remember — recall facts, terms, basic concepts
- Understand — explain ideas, summarize, interpret
- Apply — use knowledge in new situations, execute procedures
- Analyze — break down, compare, differentiate, examine relationships
- Evaluate — judge, critique, defend, justify decisions
- Create — design, construct, produce, formulate something new
Rules:
- Beginner courses typically ceiling at Apply; foundational objectives cluster at Remember/Understand.
- Intermediate courses ceiling at Analyze/Evaluate.
- Advanced and executive education courses should reach Evaluate/Create — a course that stops at "Understand" is under-designed for senior learners.
- Never leave a course entirely at the lowest two levels unless it is explicitly introductory.
Step 2: Write 3–5 Course-Level Outcomes
These are the broad promises of the course — what a learner can do by the end. Each must:
- Begin with a measurable action verb (see verb bank below)
- Describe an observable, assessable capability
- Represent a higher-order level (Apply and above) — course outcomes are the destination, not the starting point
- Be phrased as "By the end of this course, learners will be able to [verb] [object] [context/condition]."
Step 3: Write Module-Level Objectives (3–5 per module)
For each module, generate objectives that scaffold toward the course outcomes. Each objective must include:
- The objective statement using the ABCD structure: Audience, Behavior (measurable verb + object), Condition, Degree of mastery where applicable
- Bloom's level label
- Assessment alignment: the specific method that would measure this objective (e.g., "scored via applied case analysis," "demonstrated in a peer-reviewed prototype")
Scaffold deliberately: early modules lean on Remember/Understand/Apply; later modules progress to Analyze/Evaluate/Create.
Step 4: Verb Bank (use these, avoid the banned list)
Draw verbs by level:
- Remember: define, list, identify, recall, name, label
- Understand: explain, summarize, describe, classify, interpret, paraphrase
- Apply: apply, demonstrate, execute, implement, solve, use, calculate
- Analyze: analyze, compare, differentiate, examine, deconstruct, categorize
- Evaluate: evaluate, critique, justify, defend, prioritize, assess, recommend
- Create: design, construct, develop, formulate, produce, compose, plan
Banned verbs (unmeasurable — never use): understand, know, learn, appreciate, be aware of, become familiar with, grasp, comprehend, be exposed to.
Step 5: Build the Alignment Table
Produce a table mapping each module objective to its Bloom's level and assessment method, so the designer can verify coverage across cognitive levels at a glance and spot gaps (e.g., no objectives above Apply).
Output Format
- Structure: Cognitive ceiling statement → course-level outcomes → module-by-module objectives → alignment table
- Length: 700–1,100 words depending on module count
- Format: Structured document with labeled sections; objectives as formatted lists; final alignment table
- Sections: Cognitive Ceiling & Rationale → Course-Level Outcomes → Module Objectives (one block per module) → Objective-to-Assessment Alignment Table → Coverage Notes
- Tone: Instructional designer — precise, standards-oriented, defensible in review
Quality Checklist
Before delivering output, verify:
- [ ] Every objective begins with a measurable action verb from the verb bank
- [ ] No banned verbs appear anywhere (understand, know, learn, appreciate, be aware of)
- [ ] Each module objective carries a Bloom's level label and an assessment method
- [ ] Course-level outcomes reach at least the Apply level (higher for advanced/executive audiences)
- [ ] Cognitive levels scaffold upward across modules — not all clustered at one level
- [ ] The alignment table accounts for every objective written
Notes
- The single most common failure this skill prevents is objectives that can't be assessed — if you can't picture the test question or task, the verb is wrong.
- For executive education, weight objectives toward Evaluate and Create; senior learners resent courses that treat them like beginners.
- The ABCD structure (Audience, Behavior, Condition, Degree) makes objectives defensible in accreditation review; include Condition and Degree wherever a real performance standard exists.
- If the subject is highly procedural (software, compliance, safety), Apply-level objectives with clear conditions matter more than reaching Create.
How to use this skill
This file is a Claude Code skill in Anthropic's standard format — markdown with YAML frontmatter at the top.
Installing in Claude Code:
~/.claude/skills/<folder-name>/SKILL.md— auto-loads in every session anywhere on your machine (recommended for skills you'll use across multiple projects)<your-project>/.claude/skills/<folder-name>/SKILL.md— auto-loads only when working in that project (recommended for project-specific skills)
Restart Claude Code or open a new session to register.
Using in Claude.ai, ChatGPT, Gemini, or other AI tools:
- Drag this file into a new chat, or copy and paste its contents
- Send your task or request as your next message — the AI will apply the skill where it fits
For Claude Code skill details: https://docs.anthropic.com/en/docs/claude-code/skills