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Polish skill - rewrite/optimize/proofread/de-AI-ify. Provides enhanced AI detection and optimization direction refinement.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
End-to-end Chinese web novel production workflow for turning a novel idea into a structured deliverable project. Covers hot-search and trend scan, discovery discussion, requirement intake, market/topic analysis, title confirmation, story planning, outline design, character bible creation, chapter drafting, polishing, proofreading, final review, and optional Feishu Wiki sync. Use when the user wants to create, develop, optimize, or deliver a serialized novel, web fiction project, long-form Chinese fiction pipeline, or a full novel production workflow from concept to manuscript.
Structured topic research and multi-angle analysis for a user-provided topic, market, trend, concept, project, platform, industry, or content direction. Use when the user asks to research, investigate, analyze, study, or survey a topic and expects more than a simple search result dump, including multi-round retrieval, source comparison, dimension-based analysis, opportunity/risk assessment, and a clear research summary.
Multi-language code review skill with security audit and performance optimization suggestions
Content writing skill - writes based on outline, real-time style comparison, embedded self-check, supports multiple writing rhythms.
Outline generation skill - generates structured outlines based on requirements, provides content type structure library and smart recommendations.
Content review skill - AI predicts questions, multi-dimensional review, quantitative scoring, provides improvement suggestions.
| name | writing-polish |
| description | Polish skill - rewrite/optimize/proofread/de-AI-ify. Provides enhanced AI detection and optimization direction refinement. |
Standalone polish module:
/spencergo:writing-polish
Or provide content:
Different style/tone:
Improve quality:
Check and fix:
Remove AI writing痕迹, inject humanity
| Dimension | Detection |
|---|---|
| Filler phrases | 此外、然而、值得注意的是 |
| Formula structure | 不仅...而且...、第一/第二/第三 |
| Sentence rhythm | Detect uniform length, force variation |
| Bombastic expressions | 是...的证明/体现/标志 |
| Vague attribution | 专家表示、多项研究表明 |
| Dashes | >2 flagged |
| Bot tone | 希望对您有帮助 |
| Lack of humanity | No opinions, neutral reporting, over-explanation |
| Dimension | Action |
|---|---|
| Have opinions | Not just neutral reporting |
| Acknowledge complexity | Not just simple summary |
| First person | Appropriate use of "I" |
| Allow messiness | Minor tangents, side notes are human |
| Dimension | Criteria | Score |
|---|---|---|
| Directness | Direct or roundabout? | /10 |
| Rhythm | Sentence length variation? | /10 |
| Trust | Respect reader intelligence? | /10 |
| Authenticity | Sound like a real person? | /10 |
| Conciseness | Anything to cut? | /10 |
| Total | /50 |
Standard: 45-50 excellent, 35-44 good, <35 needs work
{list main changes}
{full content}
XX/50
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## 6. Continue Options
After polish, user can:
- "Polish again"
- "Back to original"
- "Adjust specific part"
- "Different style"