question-pipeline-methodology
CommunityBuild scalable exam question pipelines.
Authorlzs20030114-wq
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill provides a structured methodology for designing, implementing, and validating end-to-end pipelines to generate exam questions across formats (TOEFL, IELTS, GRE, SAT and similar).
Core Features & Use Cases
- Phase-driven workflow covering research, data collection, prompt engineering, validation, AI auditing, scripting, testing, and deployment.
- Supports multiple exam types (RDL, CTW, AP, LCR) and scalable batch generation.
- Emphasizes data-driven quality controls, flavor profiling, and disambiguation safeguards to reduce invalid or ambiguous items.
Quick Start
Follow the seven-phase pipeline to design, implement, and validate a robust question-generation system for standardized exams.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: question-pipeline-methodology Download link: https://github.com/lzs20030114-wq/toefl_writing/archive/main.zip#question-pipeline-methodology Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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