An AI coding agent skill designed to systematically translate educational syllabi into highly structured, scientifically balanced test item specification tables and exam blueprints.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install table-specification-skill
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install table-specification-skill using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Table Specification (Exam Blueprint Generator)?
The Table Specification skill is a comprehensive tool built for educators, curriculum designers, and academic developers using Openclaw Skills. It automates the complex task of designing dual-specification tables—the fundamental blueprints for professional and vocational examinations. By systematically translating abstract syllabus outlines into concrete assessment designs, this skill ensures perfect alignment between teaching goals and test evaluations.
At its core, the skill intelligently categorizes curriculum types into cognitive, psychomotor, or affective domains, mapping them to standard educational taxonomies such as Bloom, Simpson, or Krathwohl. This guarantees that assessment items evaluate practical, workplace-ready competencies rather than just rote memorization.
Table Specification (Exam Blueprint Generator) Use Cases
- Transforming raw curriculum syllabi or course standards into highly detailed exam blueprints.
- Balancing question distribution, difficulty metrics, and score weights across exam modules.
- Structuring subjective questions with precise, quantifiable grading rubrics to ensure grading reliability.
- Generating standard test designs for vocational education, sports training, or corporate compliance assessments.
- Exporting compliant exam structures to Excel (.xlsx) or Word (.docx) formats for distribution to question writers.
How Table Specification (Exam Blueprint Generator) Works
- Course Type Identification: The agent identifies whether the course content represents cognitive, psychomotor, or affective learning, mapping it to the appropriate taxonomy (Bloom, Simpson, or Krathwohl).
- Syllabus Parsing: It extracts key attributes such as total testing time, targets, core chapters, and suggested score weights from uploaded documents.
- 3D Matrix Construction: The skill maps out a comprehensive matrix correlating specific knowledge points, taxonomical objective levels, and real-world vocational scenarios.
- Dual-Specification Blueprint Generation: It compiles a detailed markdown table specifying the item number, question type, points, difficulty coefficient, and specific core evaluation target for every exam question.
- Calibration and Optimization: The agent performs strict mathematical verification to ensure cumulative points, difficulty ratios, and category weight deviations perfectly align with exam parameters.
- Grading & Inference Documentation: It appends detailed rubrics for subjective questions alongside an inference design statement documenting design justifications.
Table Specification (Exam Blueprint Generator) Setup
Prerequisites
Make sure your environment is configured with the necessary Openclaw dependencies. This skill relies on the file parsing and spreadsheet generation capabilities of the Openclaw Skills suite.
Installation
To integrate this skill into your local agent configuration, clone or add the skill file to your active workspace:
# Navigate to your Openclaw workspace
cd ~/.openclaw/skills
# Clone or download the table-specification skill package
curl -o table-specification.md https://raw.githubusercontent.com/openclaw/skills/main/education/table-specification.md
Configuration
Enable the skill in your agent config file:
skills:
- name: table-specification
enabled: true
dependencies:
- pdf-parser
- docx-exporter
- xlsx-exporter
Table Specification (Exam Blueprint Generator) Data Schema & Taxonomy
The Table Specification skill operates on a multi-dimensional schema aligning curriculum objectives to grading sheets. It handles and produces structured metadata structured as follows:
| Attribute | Description | Allowed Values / Schema |
|---|---|---|
| Course Type | Identifies target educational taxonomy | Cognitive (Bloom), Psychomotor (Simpson), Affective (Krathwohl) |
| Target Level | Educational tier of the specific question | e.g., L1 (Recall) to L6 (Create) depending on taxonomy |
| Difficulty | Estimated cognitive or manual difficulty | Low (0.8 - 1.0), Medium (0.5 - 0.8), High (0.3 - 0.5) |
| Syllabus Source | Input metadata format | PDF, DOCX, Markdown, TXT |
| Export Formats | Output document schema structure | Markdown table, separate Excel Sheets for blueprints and rubrics |
Output Files Generated:
[CourseName]_Exam_Blueprint.md(Main specification file)[CourseName]_Blueprint_Export.xlsx(Optional spreadsheet format)[CourseName]_Grading_Guide.docx(Optional document template containing rubric details)
Table Specification (Exam Blueprint Generator) Advanced Features
- Cross-Module Case Integration: Supports designing complex, multi-layered case study questions that span across separate chapters while maintaining precise score attribution.
- Educational Taxonomy Alignment Guards: Enforces strict checks to block logical mismatches (such as assessing physical motor skills using Bloom's Cognitive taxonomy).
- Vocational Context Synthesizer: Automatically generates industry-compliant job-site scenarios (e.g., equipment troubleshooting, nursing diagnostics) for application-level questions.
- Automated Balancing Engine: Calculates deviations in module distribution and dynamically recalibrates single-item scores to match predefined global constraints.
- Export-Ready Bridges: Integrates directly with standard spreadsheet and document-generation Openclaw Skills to seamlessly transition from markdown to operational enterprise files.
SKILL.md
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