Organize Word comments alongside the passages they refer to, draft individual responses, and add threaded replies to a new document. Produces context reports and reply templates, then checks the resulting document structure.
中文简介正在准备中。当前显示英语简介。
Reply to comments (批注) in Word .docx/.doc files: extract comment context, draft replies, write threaded replies back, and validate OOXML.
安装前可以查看交给 AI 代理的指令内容。
这个 skill 解决的问题：把 Word 文档里的批注（comments）按“原文锚点上下文”整理出来，生成待回复清单，然后把回复以 threaded replies 的方式写回到新的 .docx 文件里（不改原文件）。
适用场景：专利/论文/合同/内部评审等需要“逐条回复批注”的文档。
在当前工作目录的 outputs/ 下生成：
*_批注定位与上下文_*.md：人可读的批注+锚点上下文报告*_comment_context_*.json：机器可读上下文（用于并行写回复/自动化）*_replies_todo_*.json：待回复模板（键=comment_id，值=空字符串）*_批注已回复_*.docx：写回批注回复后的最终交付文件python scripts/extract_comment_context.py --input "path\\to\\file.docx"
如果输入是 .doc，脚本会尝试用 LibreOffice soffice 转成 .docx 后继续。
outputs\\*_批注定位与上下文_*.md，逐条写回复。outputs\\*_replies_todo_*.json（保持 JSON 结构不变）。回复口径（强约束）
python scripts/apply_comment_replies.py `
--unpacked "outputs\\<xxx>_unpacked_<timestamp>" `
--replies "outputs\\<xxx>_replies_todo_<timestamp>.json" `
--author "YourName" `
--initials "YN"
脚本默认会在保存时做 schema + redlining 校验；如需单独验证：
python ..\\docx\\ooxml\\scripts\\validate.py "outputs\\<unpacked_dir>" --original "outputs\\<out>.docx"
当批注数量较多（例如 ≥20 条）：
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Support experimental validation of designed proteins through a cloud laboratory. Prepare and optimize sequences, submit tests for binding, expression, thermal stability, or enzyme activity, track experiment progress, and retrieve results through the API.
中文简介正在准备中。当前显示英语简介。
Analyze time series, observations ordered over time, using aeon in Python. Build classification, prediction, and clustering workflows, detect unusual patterns or changes, and compare methods through an interface compatible with scikit-learn.
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Create original generative art with p5.js, using code to produce patterns and motion. Receive a written artistic concept and an interactive HTML viewer with adjustable parameters, reproducible random variations, seed navigation, and PNG downloads.
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Retrieve stock prices, exchange rates, cryptocurrency prices, company financial statements, and economic indicators through the Alpha Vantage API. It also covers historical data, news sentiment, and technical indicators, which summarize price and trading patterns.
中文简介正在准备中。当前显示英语简介。
Design backend systems with clear boundaries between business rules, databases, and external services. Use Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to organize new applications, refactor existing code, and make core logic easier to test.
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Helps process astronomical data in Python by converting coordinates, units, and time scales, working with FITS observation files, matching object catalogs, and calculating distances using cosmological models.
中文简介正在准备中。当前显示英语简介。