Atlas / Skills / brycewang-stanford / Curriculum Design Guide

Curriculum Design GuideSAFE

skills/brycewang-stanford/curriculum-design-guide

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
NOASSERTION
Stars
4,535
01

Overview

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Read from source at commit e1ba289846fdOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: curriculum-design-guide
description: "Systematic approaches to curriculum design using backward design and alignment"
metadata:
  openclaw:
    emoji: "📚"
    category: "domains"
    subcategory: "education"
    keywords: ["curriculum design", "pedagogy", "education", "study methods", "backward design"]
    source: "wentor"
---

# Curriculum Design Guide

A structured skill for designing research-informed curricula using backward design, constructive alignment, and competency-based frameworks. Applicable to higher education course design, training program development, and educational research.

## Backward Design Framework

Understanding by Design (Wiggins & McTighe, 2005) reverses the traditional content-first approach:

### Stage 1: Identify Desired Results

Define what students should know, understand, and be able to do:

```yaml
course: "Introduction to Research Methods"
big_ideas:
  - "Research is a systematic process of inquiry"
  - "Methodology must align with research questions"

essential_questions:
  - "How do we know what we know?"
  - "What makes evidence credible?"
  - "When should we use qualitative vs. quantitative methods?"

learning_outcomes:
  - "Formulate testable research questions (Apply)"
  - "Select appropriate research designs for given questions (Evaluate)"
  - "Critically appraise published research methodology (Analyze)"
  - "Design and defend a research proposal (Create)"
```

### Stage 2: Determine Acceptable Evidence

Design assessments before planning instruction:

```python
# Assessment blueprint generator
def create_assessment_blueprint(outcomes: list[str], bloom_levels: list[str],
                                 weights: list[float]) -> dict:
    """
    Generate an assessment blueprint mapping outcomes to
    assessment types and weights.
    """
    assessment_types = {
        'Remember': 'quiz',
        'Understand': 'reflection_paper',
        'Apply': 'problem_set',
        'Analyze': 'case_study',
        'Evaluate': 'peer_review',
        'Create': 'research_proposal'
    }
    blueprint = []
    for outcome, level, weight in zip(outcomes, bloom_levels, weights):
        blueprint.append({
            'outcome': outcome,
            'bloom_level': level,
            'assessment_type': assessment_types.get(level, 'portfolio'),
            'weight_pct': weight * 100
        })
    return {'blueprint': blueprint, 'total_weight': sum(weights) * 100}

outcomes = [
    "Formulate research questions",
    "Select research designs",
    "Appraise methodology",
    "Design research proposal"
]
levels = ['Apply', 'Evaluate', 'Analyze', 'Create']
weights = [0.15, 0.20, 0.25, 0.40]
print(create_assessment_blueprint(outcomes, levels, weights))
```

### Stage 3: Plan Learning Experiences

Sequence activities that build toward assessment readiness. Use the WHERETO framework:

- **W** -- Where are we going? Why?
- **H** -- Hook and hold interest
- **E** -- Equip with experience, tools, knowledge
- **R** -- Rethink, reflect, revise
- **E** -- Evaluate understanding
- **T** -- Tailor to individual needs
- **O** -- Organize for maximum engagement

## Constructive Alignment

Biggs' Constructive Alignment (1996) ensures coherence between intended learning outcomes (ILOs), teaching/learning activities (TLAs), and assessment tasks (ATs):

```
ILO: "Students will analyze case studies using SWOT framework"
  |
  +--> TLA: Workshop where students collaboratively analyze
  |         a real company case in small groups
  |
  +--> AT:  Individual case analysis report (1500 words)
            assessed with rubric mapping to ILO verbs
```

Misalignment is the most common curriculum design failure. Audit each ILO to verify it has at least one matching TLA and one matching AT.

## Competency-Based Curriculum Mapping

For programs with multiple courses, create a curriculum map:

```
Competency              | Course 1 | Course 2 | Course 3 | Course 4
------------------------|----------|----------|----------|--------
Research question design|    I     |    D     |    M     |    A
Literature review       |    I     |    D     |    D     |    M
Data collection         |    -     |    I     |    D     |    M
Statistical analysis    |    -     |    I     |    D     |    A
Academic writing        |    I     |    D     |    D     |    A

Legend: I = Introduced, D = Developed, M = Mastered, A = Applied
```

Ensure every competency reaches at least "Mastered" level by program completion, and identify gaps where competencies are introduced but never developed further.

## Quality Assurance

Validate curriculum designs through:

1. External review by discipline experts and industry advisors
2. Student feedback surveys (mid-semester and end-of-semester)
3. Learning analytics -- track completion rates, grade distributions, and DFW rates
4. Periodic program-level assessment with rubric-scored capstone artifacts

Document all revisions in a curriculum changelog to maintain institutional memory and support accreditation reporting.

## References

- Wiggins, G., & McTighe, J. (2005). *Understanding by Design* (2nd ed.). ASCD.
- Biggs, J. (1996). Enhancing teaching through constructive alignment. *Higher Education*, 32(3), 347-364.
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__curriculum-design-guide.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08e1ba289846fdSAFEB89first audit
06

Questions

What does the Curriculum Design Guide skill do?

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Is Curriculum Design Guide safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Curriculum Design Guide access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Curriculum Design Guide work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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