Policy Qualitative Analysis

Policy researchers often struggle to maintain consistency when analyzing large corpora across Chinese and English languages. This skill provides a structured methodology for qualitative analysis, ensuring coding frameworks and research designs remain rigorous in cross-lingual contexts.

What it does

• Research Design helps construct specific research questions and hypotheses for policy comparative studies.
• Corpus Management defines criteria for collecting and organizing Chinese and English policy documents.
• Bilingual Coding builds multi-dimensional coding frameworks adapted for different linguistic nuances.
• Reliability Validation applies systematic rules to check consistency and reduce subjective bias in qualitative data.
• Policy Tool Comparison categorizes and maps policy instruments across different regional or national contexts.

How it works

1. Define the research scope and the specific policy domain for comparison.
2. Framework generation creates the initial bilingual coding structure based on provided reference templates.
3. Coding execution involves mapping policy text snippets to the established framework.
4. Drafting produces academic-ready reports in either Chinese or English following formal standards.

Frameworks & tools

This skill utilizes specialized reference templates for reliability rules, policy-type adaptation, and bilingual text alignment. It is designed to work within CLI-based agent environments like Claude Code.

Why this beats prompting it yourself

Generic prompts often lose the nuance of Chinese administrative terminology when translating to English academic frameworks. This skill uses pre-defined reference files to maintain structural integrity and methodological rigor that basic chat prompts cannot sustain.

Use cases

• Compare green energy policies between the EU and China using a unified coding frame.
• Validate the inter-coder reliability of a large-scale qualitative policy dataset.
• Draft a formal academic literature review focusing on bilingual policy evolution.
• Map specific policy instruments used in urban development across different jurisdictions.

Known limitations

Requires a pre-collected corpus of policy texts to function effectively. The quality of academic output depends on the depth of the provided reference templates.