商業

Full workshop for story discovery, user journey mapping, and backlog creation (project)

Complete adapter lifecycle assistant for LimaCharlie. Supports External Adapters (cloud-managed), Cloud Sensors (SaaS/cloud integrations), and On-prem USP adapters. Dynamically researches adapter types from local docs and GitHub usp-adapters repo. Creates, validates, deploys, and troubleshoots adapter configurations. Handles parsing rules (Grok, regex), field mappings, credential setup, and multi-adapter configs. Use when setting up new data sources (Okta, S3, Azure Event Hub, syslog, webhook, etc.), troubleshooting ingestion issues, or managing adapter deployments.

Editor for non-fiction texts. The audience is business analysts and senior managers.

Cucumber/Gherkin BDD 最佳實踐指導技能，提供 Gherkin 撰寫規範、情境設計原則、Discovery Workshop 引導與常見反模式識別，協助團隊撰寫高品質的行為驅動開發規格。

Comprehensive Salesforce DevOps automation

Build React chat interfaces with Vercel AI SDK v5/v6. Covers v6 beta (agent integration, tool approval, auto-submit), v4→v5 migration (breaking changes), useChat/useCompletion/useObject/useAssistant hooks, and 12 UI error solutions (stream parsing, stale body values, React update depth). Use when: implementing AI SDK v5/v6 chat UIs, migrating v4→v5, troubleshooting "useChat failed to parse stream", "useChat no response", or "stale body values" errors, or integrating OpenAI assistants.

Master requirements gathering techniques including interviews, workshops, observation, and documentation for effective requirement elicitation.

Optimize web applications to achieve 95%+ Lighthouse scores across all categories. Use when optimizing performance, accessibility, best practices, or SEO for web applications.

Clerk auth with API version 2025-11-10 breaking changes (billing endpoints, payment_source→payment_method), Next.js v6 async auth(), PKCE for custom OAuth, credential stuffing defense. Use when: troubleshooting "Missing Clerk Secret Key", JWKS errors, authorizedParties CSRF, JWT size limits (1.2KB), 431 header errors (Vite dev mode), or testing with 424242 OTP.

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.

Remove backgrounds from images using segmentation. Support for color-based, edge detection, and AI-assisted removal methods. Batch processing available.

Master database design (SQL, NoSQL), system architecture, API design (REST, GraphQL), and building scalable systems. Learn PostgreSQL, MongoDB, system design patterns, and enterprise architectures.

Comprehensive glossary of business and marketing terms used at realtor.com. Includes definitions for KPIs, campaign types, metrics, business concepts, analytical terminology, and tools. Use when you need to understand business or marketing terminology, explain metrics to stakeholders, or ensure consistent terminology across analyses.

Use when users ask about Factory Code features, setup, configuration, troubleshooting, slash commands, MCP servers, Agent Skills, hooks, plugins, CI/CD integration, or enterprise deployment. Activate for questions like 'How do I use Factory Code?', 'What slash commands are available?', 'How to set up MCP?', 'Create a skill', 'Fix Factory Code issues', or 'Deploy Factory Code in enterprise'. | Dùng khi hỏi về Factory Code, lệnh slash, hook, plugin, skill, cấu hình, cài đặt.

Guide for implementing analytics tracking in SuperTool. Use this when adding analytics events, tracking user actions, or ensuring privacy compliance.

Restore previous session state from Serena MCP checkpoints. Retrieves checkpoint by ID or auto-selects most recent, deserializes context, restores command/skill/phase/wave state. Use when: resuming after context loss, continuing previous session, recovering from interruption.

Document new features and updates following the project documentation standards. Use when creating or updating documentation for features, significant refactors, or complex business logic. Ensures proper separation of business and technical documentation with consistent formatting.

Implement data persistence using SQLite with Dapper, JSON files, or event sourcing. Use when: "database", "save data", "store", "CRUD", "create table", "query", "SQL", "SQLite", "Dapper", "file storage", "JSON file", "event sourcing", "persistence", "read from database", "write to database", "data access", "repository". Creates code in src/Server/Persistence.fs with async I/O patterns.

Domain UI/UX Expert - Enterprise design systems, component architecture, accessibility, icons, and theming integration

Generate Schema.org JSON-LD for Swiss/Spanish SEO (Person, JobPosting, CreativeWork, Organization)