agent-academy

枫林通用项目工作流 - 融合系统化与敏捷性，适合个人和小团队的智能开发流程

Generate images using Google Gemini's image generation capabilities. Use this skill when the user needs to create, generate, or produce images for any purpose including UI mockups, icons, illustrations, diagrams, concept art, placeholder images, or visual representations.

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task.

枫林通用项目工作流 - 融合系统化与敏捷性，适合个人和小团队的智能开发流程

Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run compute jobs on HF infrastructure. Covers authentication, file transfers, repository creation, cache operations, and cloud compute.

Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.

Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API) or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard visualization, HF Space syncing, and JSON output for automation.

This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution.

每日复盘技能，在每天结束时进行系统性回顾。触发词：每日复盘、日复盘、今日复盘、daily review、今日总结。自动归档到 memory/ 目录形成永久记忆，支持定时触发和手动触发。首次使用请阅读 REVIEW_STANDARDS.md 学习复盘规范。

Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.

Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. Provides systematic framework for selecting appropriate visualizations based on data characteristics and analytical purpose. Includes 24+ visualization types organized by purpose (trends, comparisons, distributions, relationships, flows, hierarchies, geospatial), accessibility patterns (WCAG 2.1 AA compliance), colorblind-safe palettes, and performance optimization strategies. Use when creating visualizations, choosing chart types, displaying data graphically, or designing data interfaces.

PPT 审美偏好指南。用于制作演示文稿时参考的设计规范，包括配色、字体、布局等。

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.

Use this skill when the user mentions ANY of: "design", "redesign", "UI", "UX", "styling", "component", "accessibility", "a11y", "WCAG", "contrast", "spacing", "typography", "color", "layout", "responsive", "touch target", "focus", "keyboard", "screen reader", "design system", "shadcn", "refactor UI", "audit", "review design", "improve UI", "fix styling", "make accessible", "design tokens", "visual hierarchy", "button", "input", "form", "card", "modal", "dialog", "navigation", "header", "footer", "sidebar", "table", "list", "grid", "flex", "animation", "transition", "hover", "shadow", "border", "radius", "padding", "margin", "theme", "dark mode", "light mode", "icon", "image", "avatar", "badge", "tooltip", "dropdown", "select", "checkbox", "radio", "switch", "slider", "progress", "skeleton", "loading", "error state", "empty state", "radix", "tailwind", "CSS", "styles", "visual", "interface", "usability", "user experience", "user interface". Also use when the user asks to "review", "audit", "improve", "fix",

Creates git commits following Conventional Commits format with type/scope/subject. Use when user wants to commit changes, create commit, save work, or stage and commit. Handles regular branch commits (development) and merge commits (PR closure). Enforces project-specific conventions from CLAUDE.md.

Mermaid 绘图技能。用于生成流程图、时序图、架构图、类图、ER图、状态图、甘特图、饼图等。当需要可视化流程、系统架构、数据关系时使用。

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.

Configure AWS Documentation MCP server to query up-to-date AWS knowledge, APIs, and best practices

Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks.

Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time. Use when user asks to: check calendar, schedule a meeting, create an event, find available time, list upcoming events, delete or update a calendar event, or respond to meeting invitations. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.

Interact with Google Docs - create documents, search by title, read content, and edit text. Use when user asks to: create a Google Doc, find a document, read doc content, add text to a doc, or replace text in a document. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.

Interact with Google Drive - search files, find folders, list contents, and download files. Use when user asks to: search Google Drive, find a file/folder, list Drive contents, download a file from Drive, or browse Drive folders. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.

Read Google Sheets spreadsheets - get content, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, get data from Google Sheets, find a spreadsheet, check sheet contents, export spreadsheet data, or get cell values. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication. Read-only access.

AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.

App Store Optimization toolkit for researching keywords, optimizing metadata, and tracking mobile app performance on Apple App Store and Google Play Store.

Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creating social media content, analyzing brand voice, optimizing SEO, planning content calendars, or when user mentions content creation, brand voice, SEO optimization, social media marketing, or content strategy.

Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups

Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and international market entry.

Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use for analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards.

智能搜索工具 - 自动选择最佳搜索方式（DuckDuckGo/Tavily/web_fetch），支持快速查询、深度研究、网页抓取

Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.

Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use for writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing backlog.

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.

Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design.

编程项目全生命周期管理。9阶段流程：需求→产品→UI→架构→开发→测试→验证→部署→运营。支持多Agent协同、进度同步、版本管理。触发词：新项目、项目计划、开发流程、工作流、版本迭代。

AI 项目规范学习指南。提供目录结构、命名规则、代码风格的最佳实践，让 AI 学习如何规范化地组织项目。适用于所有编程项目，是 AI 自我提升的参考标准。触发词：项目规范、命名规则、目录结构、代码风格、最佳实践。

Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.

Transform frontend designs with uncompromising perfectionism. Use when redesigning UI/UX, improving visual aesthetics, creating polished interfaces, or when user mentions design improvements, beautification, visual polish.

Guide for creating Claude Code skills following Anthropic's official best practices. Use when user wants to create a new skill, build a skill, write SKILL.md, or needs skill creation guidelines. Provides structure, naming conventions, description writing, and quality checklist.