vsummary-mcp
Use when 使用 VSummary 本地 MCP 服务处理视频系列,包括创建 agent 管理的 series、导入 Bilibili URL 或本地视频/音频文件路径、启动处理、查询进度、导出摘要/字幕/混合 Markdown,以及清理 MCP 创建的 series。
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Use when 使用 VSummary 本地 MCP 服务处理视频系列,包括创建 agent 管理的 series、导入 Bilibili URL 或本地视频/音频文件路径、启动处理、查询进度、导出摘要/字幕/混合 Markdown,以及清理 MCP 创建的 series。
Multi-agent pipeline that builds a polished presentation deck from a single topic. Four agents work in sequence — Strategist defines the narrative, Builder creates the deck, Critic reviews it like a McKinsey EM, Fixer applies the top fixes. Use when you need a presentation that survives senior audiences.
Describe images (charts, diagrams, tables, screenshots) using Vision AI. Use as fallback when you cannot read an image file directly. Supports batch processing of folders.
契约治理三件套的「文档层」——真正动手改写文档的那一个。当 AGENTS.md/CLAUDE.md、docs/api、docs/internals、docs/ops、docs/contributing.md 落后于代码现状时,按文档映射读取最小必要文档并执行同步更新,保证项目文档自动维护。本 skill 负责「改写文档内容」;它不判断某个改动是否破坏公共契约(那是结构层,转 contract-guard),也不核对同一物理值在多处是否一致(那是值层,转 config-contract-sync)。
Generate McKinsey-style consulting charts as native python-pptx objects (editable inside PowerPoint). Three workhorse types — bar+callout for TAM/single-number stories, stacked column over time for revenue/usage mix, and waterfall for drivers/bridge analysis. Use when you need a chart that looks like it came from an EM-reviewed deck, not from Excel defaults.
Reviews decks, documents, and strategies like a McKinsey engagement manager. Grades each section, flags structural problems, and gives the top 3 fixes. Use after building a deck, writing a strategy doc, or outlining a recommendation — before it goes to stakeholders.
Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.
Converts any web page URL to LLM-ready Markdown via a headless browser. Bypasses passive anti-bot fingerprinting and JavaScript rendering, then strips navigation, footers, scripts, and cookie banners. Triggered by URLs that need the actual readable page content.
在用户明确要求生成技术方案、技术实现文档或 technical_design.md 时激活;输入源为同目录下的 brief.md 和 acceptance.feature,必须先校验二者存在且 acceptance.feature 已冻结,然后在同目录产出 technical_design.md,并严格基于真实代码、组件文档和公共契约进行设计。原 requirement.md (散文 PRD) 已废弃,不再作为输入。