菜单
Gradient descent inspired iterative refinement - gradually improve ideas, text, and solutions through multiple refinement cycles. Use when you want to iteratively improve something, get constructive critique, compare versions, or progressively enhance your work.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
A brief description of what this skill does
将主题/论文/内容转化为 Reveal.js HTML 演示文稿。 继承 remotion-video 的内容规划方法论（认知阶梯、场景设计），输出文件夹式 HTML 幻灯片（index.html + images/ + dist/）。 用户自己上台讲，不需要配音和视频渲染。 触发词： - "做演示文稿"、"Reveal.js 演示"、"HTML 幻灯片" - "做幻灯片"、"生成演示"、"演讲幻灯片" - "把文章做成幻灯片"、"文章转演示"、"article to slides" - "/remotion-slides" 适用场景： - 学术报告演示（论文讲解、开题答辩、毕业答辩） - 技术分享演示（架构讲解、方案汇报） - 教学课件（概念讲解、公式推导） - 会议演示（项目汇报、方案对比） - 文章转演示（用户提供 Markdown 文章，保留原有结构和素材）
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."
| name | gradient |
| description | Gradient descent inspired iterative refinement - gradually improve ideas, text, and solutions through multiple refinement cycles. Use when you want to iteratively improve something, get constructive critique, compare versions, or progressively enhance your work. |
Iteratively refines ideas, text, and solutions through multiple improvement cycles. Inspired by gradient descent — small targeted steps toward a goal.
python3 _scripts/gradient.py --file draft.md --refine
python3 _scripts/gradient.py --text "My idea" --iterations 3
--text TEXT — Text to refine directly--file FILE — File to read content from--refine — Single refinement iteration--iterations N — Number of refinement cycles--critique — Provide feedback without rewriting--compare FILE — A/B comparison of two versions--enhance — Focus on specific aspects (--aspects clarity depth practicality)--progressive — Iterate until convergence--goal TEXT — Goal for the refinement--save — Save output to vaultSources/Gradient - [topic] - YYYY-MM-DD.md