practical-agent-skills

Use this skill whenever the user asks to read, summarize, review, create, revise, polish, format, preview, or export PowerPoint/PPT/PPTX/slides/deck presentations on Windows, including Chinese requests such as 制作PPT, 生成演示文稿, 根据PDF/论文/文档/报告/笔记/网页/Notion做PPT, 上传材料生成PPT, 修改已有PPT, 用模板做PPT, 制作数据图表/表格/指标页, 复现/临摹/重画图片或论文图到PPT, and image-to-PPT diagram recreation. Use PowerPoint desktop automation through Windows COM for file-producing or editing work, with explicit confirmation before writes. For any new PPT based on documents, PDFs, reports, papers, webpages, Notion pages, or synthesized source materials, require a detailed approved Markdown slide plan before producing PPTX unless the user already supplied a sufficient plan. For non-trivial existing-deck edits, require an approved edit scope and output-copy strategy. For any PPT diagram recreation from a reference image, screenshot, paper figure, or visual draft, require an approved reference-image interpretation/specification before producing the PPT. For data cha

Use this skill whenever the task involves creating or updating Markdown (.md) files that must preview correctly in editors such as VSCode. Ensures UTF-8 without BOM output, supports either Chinese or English content based on user preference, and requires post-write validation to prevent mojibake, question-mark replacement, or BOM-related preview issues.

Prevent mojibake and formula corruption when creating or updating Notion pages that contain Markdown, LaTeX formulas, vectors/matrices, and mixed Chinese-English text. Use when Notion content includes non-ASCII symbols, math delimiters, previously corrupted escapes, or unstable Notion formula rendering.

Find, evaluate, compare, adapt, or recommend Agent Skills for Codex or compatible coding agents. Use this skill whenever the user wants to find a skill, compare skill repositories, install a skill, inspect whether an existing skill fits a workflow, modify an existing skill, or decide whether a custom skill should be created instead of installing a generic one.

通用学术论文解释与评审技能，适用于用户上传论文 PDF、截图、文档，提供期刊、会议、预印本或网页链接，粘贴摘要、方法、实验片段，或直接要求“解释这篇论文”“总结论文”“帮我判断值不值得读”“详细 review 一篇论文”时使用。覆盖所有学术论文，不预设任何特定学科偏置；当用户需要快速初筛或系统解读任意学科论文时，都应优先使用本 skill。

统一解读与评审 ai 论文，适用于用户上传论文文档、提供 arxiv 或网页链接、粘贴论文片段，或要求对 ai、加速器、npu、模型量化、推理优化、编译部署、系统架构相关论文进行快速筛选或详细 review 时使用。遇到快速判断论文价值、提炼核心贡献、比较实验结果、解释关键术语、评估创新性、分析实验公平性、判断可复现性与部署落地价值等任务时使用本 skill。