personal writing voice(chinese-writing for a try)

Writing tools often force a generic "AI voice" on your content, stripping away your personal authority and style. This skill functions as a Chinese influence-research and writing-transfer system designed to preserve your specific judgment while analyzing high-quality Chinese sources for linguistic mechanisms. It treats external articles only as evidence for expression, never as a source for your opinions or facts.

What it does

• Voice preservation protects the author's real judgment and material from being overridden by external influence.
• Source screening verifies Chinese-original articles to ensure style models are not built from SEO farms or AI-generated clutter.
• Mechanism transfer extracts specific lexical choices and rhythms from reference texts without copying signature wording or metaphors.
• Material ledgering strictly separates what you know from what the AI is forbidden to invent.
• Multi-layer gates runs every draft through material, source, style, and close-imitation checks before finalizing.

How it works

1. Prepare-Task establishes the author's core judgment, style selection, and material boundaries using the prepare-task command.
2. Influence Research searches and screens Chinese-original sources to build evidence-backed transfer plans.
3. Drafting creates a "thought draft" focused on truth and logic before applying any language transfer mechanisms.
4. Review executes check-draft to run editorial, reader, and privacy gates on the stable candidate.

Frameworks & tools

This skill utilizes a Python-based CLI (scripts/pwv.py) for file-backed workflow management and evidence recording. It relies on Markdown-based reference libraries for style storage, influence analysis, and memory gates.

Why this beats prompting it yourself

Basic prompting usually results in the AI mimicking a source too closely or hallucinating facts to fit a style. This skill enforces a "Fixed Priority" hierarchy that puts your judgment above all else, using a four-layer fingerprinting system to ensure style transfer is evidence-based and safe from plagiarism.

Use cases

• Drafting long-form WeChat public account articles with a specific professional rhythm.
• Preparing formal Chinese speeches that require high-intensity stylistic restraint.
• De-AIing existing drafts to restore a natural, irregular human cadence.
• Managing a private long-term memory of your unique writing rules and feedback.

Known limitations

The system stops if publish mode sources cannot be verified as original Chinese content. It requires a local CLI setup for full evidence recording and gate enforcement.