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Diagnose a Zhihu Markdown draft before publishing. Use when a Zhihu article needs a final copy audit for AI-flavored phrasing, professionalism, readability, and evidence strength, especially before calling zhihu-publish.
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
Use when a project needs a standard .claude workspace initialized or repaired incrementally. This skill audits the existing .claude folder, adds missing files and directories without overwriting existing rules/skills/settings, and can optionally evolve the structure over time for the current project.
Generate Zhihu article in the style of 22-庖丁解牛专题页-知乎图文终版.md
Use when the user wants to search GitHub repositories by keyword, inspect ranked candidates, compare likely matches, and optionally clone the selected repository into a specified local directory. Good for prompts like “帮我搜 GitHub 上相关仓库”, “帮我找并下载一个相关仓库”, “搜索 GitHub 上的项目然后拉到 reference”, or “按关键词找仓库并 clone 到指定位置”.
Use when the task is to build or maintain a repo-local 热门话题/AI日报专项, aggregate multiple public hot-topic sources such as AIbase Daily or RSS feeds, normalize them into a reusable snapshot, route the findings into the best existing site hotspot pages, and keep the hot-topic hub updated over time.
Use when the task is to take a user-provided keyword, search the web for relevant articles, summarize and cluster the findings, choose the most appropriate existing `site/` topic or hotspot page in this project, and draft a publish-ready Markdown article with explicit image prompt placeholders or Mermaid notes.
Use when a task should advance through repeated plan-driven loop cycles for an engineering project, paper, or long-running repo change. loloop wraps the official /loop idea with the repo's loop-in-loop method: read the current plan, inspect prior evolution notes, execute the current iteration, write a new evolution record, draft the next plan when a version is complete, and prepare the next /loop handoff.
| name | zhihu-copy-diagnose |
| description | Diagnose a Zhihu Markdown draft before publishing. Use when a Zhihu article needs a final copy audit for AI-flavored phrasing, professionalism, readability, and evidence strength, especially before calling zhihu-publish. |
| user-invocable | true |
Use this skill right before publishing a Zhihu draft, or when a user asks to check whether a draft still feels too AI-generated.
Run the local diagnosis script against a target Zhihu Markdown draft:
The script can return either:
PASSWARNBLOCKIf the result is BLOCK, the default action is:
wemedia/zhihu/articles/.python3 .claude/skills/zhihu-copy-diagnose/scripts/audit_zhihu_copy.py /abs/path/to/article.md
rewrite-suggestions.md file written next to the target article path.rewrite-patch.md file for paragraph-level replacement drafts.BLOCK, revise the draft before using zhihu-publish.WARN, keep publishing only if the remaining issues are acceptable and evidence is still strong.PASS: can proceed to zhihu-publishWARN: fix if easy, otherwise publish only if the article is otherwise readyBLOCK: do not publish yetTreat the diagnosis as effectively blocking when:
不是……而是…… style contrast chains are still present/home/clashuser/hzh/item_bo/learn-likecc/.claude/skills/zhihu-copy-diagnose/scripts/audit_zhihu_copy.pygen-zhihu-article.zhihu-publish when a draft is otherwise ready.rewrite-suggestions.md and rewrite-patch.md next to the target article path.