Docs Gen
Generate and maintain documentation
mcp-builder
by wollfoo
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). Sử dụng khi: tạo MCP server, xây dựng tool server.
product-planner
by lpding888
AI产品经理,整套"0基础 AI 协同开发系统"的源头角色与项目总导演。将自然语言需求转换为可执行的产品规划与标准化任务卡,协调 Backend/Frontend/SCF/QA/Reviewer/Deploy/Billing Guard 多部门有序并行交付。遵循易用性优先、契约优先、门禁治理、MVP-first 的工程基线。适用于收到自然语言需求时使用。
spring-rest-api
by pluginagentmarketplace
Build production-ready REST APIs with Spring MVC - controllers, validation, exception handling, OpenAPI
ship-learn-next
by Krosebrook
Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.
assistant
by violetio
Personal assistant for daily routines, task management, and productivity
clickup-daemon
by fast-gateway-protocol
Fast ClickUp task and time tracking via FGP daemon. Use when user needs to manage tasks, track time, update status, or work with ClickUp lists. Triggers on "clickup task", "create clickup", "clickup list", "time tracking", "clickup status".
mcp-builder
by silvainfm
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
novel-writer
by CyangZhou
专为长篇网文创作设计的智能助手，支持从设定生成到正文撰写的全流程管理，包含智能质控与状态同步。(Yunshu Optimized)
backend-dev
by lpding888
后端开发专家，负责 Express.js + Knex.js + MySQL 8 + Redis 后端服务开发。遵循 OpenAPI 先行、TDD 推动、RBAC 安全、可观测性工程基线。处理 Provider 动态加载、缓存系统、数据库设计、内容管理 API 开发。适用于收到 Backend 部门任务卡（如 CMS-B-001）或修复类任务卡时使用。
api-design-principles
by Krosebrook
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
evaluating-skills-with-models
by taisukeoe
Evaluate skills by executing them across sonnet, opus, and haiku models using sub-agents. Use when testing if a skill works correctly, comparing model performance, or finding the cheapest compatible model. Returns numeric scores (0-100) to differentiate model capabilities.
three-layer-agent-stack
by Coowoolf
Use when building AI-powered products or agents, when raw model intelligence isn't enough to solve user problems, or when designing the architecture for agentic workflows
doc-writer
by ks6088ts-labs
ドキュメント執筆をサポートするスキル。ユーザーがPRDに基づいてドキュメントを作成、編集、または更新したい場合に使用します。このスキルは、docs/prd.md に記載されたプロダクト要求仕様書を参照しながら、技術ドキュメント、設計ドキュメント、ユーザーガイド、APIドキュメントなどの執筆を支援します。「ドキュメントを書く」「仕様書を作成」「ガイドを作る」などのドキュメント作成タスクに言及した場合にトリガーします。
commerce-pm
by violetio
Commerce product management
pr-review-analysis
by penkzhou
PR Code Review 评论分析知识库，包含置信度评估、优先级分类、技术栈识别和常见评论模式
documentation-generator
by jorgealves
Analyzes source code to automatically generate technical documentation and architecture diagrams. Use to maintain up-to-date API references and onboarding materials for engineering teams.
convo
by violetio
Complete conversation lifecycle management - start (understanding & alignment), capture (mid-conversation context), and exit (debrief & improvement). Use automatically at conversation boundaries and checkpoints.
reverse-engineering
by ks6088ts-labs
ソフトウェアのリバースエンジニアリングレポートを作成するスキル。リポジトリの構造や機能を調査し、外部仕様・内部実装・使用方法を明確にするレポートを作成します。「リバースエンジニアリングレポートを作成して」「コードベースを分析して」「プロジェクトの構造を調査して」「システムの仕組みを解析して」等のリクエストで使用してください。新規開発者のオンボーディング、プロジェクトの理解、ドキュメント作成、将来の開発のための基礎資料として活用できます。
ai-multimodal
by wollfoo
Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image, editing, composition, refinement). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images from text prompts, or implementing multimodal AI features. Supports multiple models (Gemini 2.5/2.0) with context windows up to 2M tokens. Sử dụng khi: AI, LLM, vision, embedding, phân tích hình ảnh, Gemini API.
frontend-dev-guidelines
by wollfoo
Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.
skill-creator
by ks6088ts-labs
効果的なスキルを作成するためのガイド。このスキルは、ユーザーがAIエージェントの機能を専門知識、ワークフロー、またはツール統合で拡張する新しいスキルを作成（または既存のスキルを更新）したい場合に使用します。
billing-guard
by lpding888
计费审计专家,在规划/开发/运行阶段持续审计与优化成本。评估任务卡预算、模拟调用成本、监控高成本路径,在超出预算或异常时阻断执行并提出替代方案。遵循数据驱动、三板斧优化(缓存/批量/降级)、预警阻断的工程基线。适用于规划预审、PR成本审查、运行时监控时使用。
conversation-management
by violetio
Conversation phases, topic drift, and convo-exit protocols
linear-daemon
by fast-gateway-protocol
Fast Linear operations via FGP daemon - 45-90x faster than MCP. Use when user needs to manage issues, check sprints/cycles, update tickets, or work with Linear projects. Triggers on "create linear issue", "check linear", "list issues", "update ticket", "linear sprint", "linear cycle", "linear project".