Capture and classify learnings from a build/eval/fix session. Compares discoveries against existing knowledge, presents a classified table, and writes approved items to the learnings system.
Full research pass — reads project documents, identifies agents, researches MCS components, designs architecture, enriches brief.json + generates evals. Uses Agent Teams for quality.
Analyzes an opportunity's current state and engagement history, compares against won deals, and recommends the most effective next action with reasoning. Use when user asks "what should I do next on this deal", "next steps for this opportunity", "how do I move this deal forward", "what's the best action for this opp", "deal coaching", or "opportunity next action".
Creates comprehensive handoff documentation for sales reps going on vacation or transitioning deals. Generates structured briefs with deal status, activities, next steps, contacts, and risks. Use when user says "I'm going on vacation", "create handoff brief", "coverage brief for my deals", "vacation handoff", "out of office brief", "transition my deals", or "backup documentation".
Analyzes opportunity data and activity notes to generate competitive intelligence including win/loss rates by competitor, patterns, and rep-ready battlecard talking points. Use when user asks "how are we doing against [competitor]", "competitive analysis", "competitor win rate", "battlecard for [competitor]", "competitive landscape", "why are we losing to [competitor]", or "competitor intelligence".
Deploy agents from dev to prod environments. Two modes: agent-level (fast, replicate-agent.js) and solution-level (PAC CLI export/import, ALM-ready). Includes pre-deploy validation, connection mapping, post-deploy smoke test.
Initialize a new MCS agent project with folder structure and template files.
Analyzes successful product customers to identify patterns, then finds similar accounts that are good cross-sell candidates with fit scores and reasoning. Use when user asks "who should I pitch this product to", "find cross-sell opportunities", "which customers should buy Product X", "identify upsell targets", "product expansion candidates", or "who else would buy this".
Processes expense receipts and creates expense report entries following company policies with approval thresholds and validation rules. Use when user says "log this expense", "process this receipt", "create expense entry", "submit expense", "add to expense report", uploads a receipt image, or provides purchase documentation to expense.
Pull all M365 context about a customer/company using WorkIQ MCP. Searches emails, meetings, documents, Teams, and people to compile a complete customer context file before research and architecture.
Set up a machine for Dataverse development — install tools and authenticate. USE WHEN: "install PAC CLI", "install tools", "command not found", "authenticate", "pac auth", "az login", "gh auth", "winget install", "setup machine", "missing tools", "new machine setup". DO NOT USE WHEN: initializing a workspace/repo (use dataverse-init).
Create or modify Dataverse tables, columns, relationships, forms, and views. USE WHEN: "add column", "create table", "add relationship", "lookup column", "create form", "create view", "modify form", "FormXml", "SavedQuery", "option set", "picklist", "MetadataService", "EntityDefinitions". DO NOT USE WHEN: reading/writing data records (use dataverse-python-sdk), exporting solutions (use dataverse-solution).
Analyze images using LLM vision APIs (Anthropic Claude, OpenAI GPT-4, Google Gemini, Azure OpenAI). Use when tasks require: (1) Understanding image content, (2) Describing visual elements, (3) Answering questions about images, (4) Comparing images, (5) Extracting text from images (OCR). Provides ready-to-use scripts - no custom code needed for simple cases.
Discover existing shadcn components from registries before building custom. Use PROACTIVELY when about to build any UI component, page section, or layout. Use when user explicitly asks to find/search components. Searches 1,500+ components across official and community registries including @shadcn, @blocks, @reui, @animate-ui, @diceui, Magic UI, and 30+ specialty registries. Provides install commands and code examples. Works best with shadcn MCP configured, but provides manual guidance without it.
Review custom components and layouts against shadcn design patterns, theme styles (Maia, Vega, Lyra, Nova, Mira), component structure, composability, and Radix UI best practices. Use when planning new components, reviewing existing components, auditing spacing, checking component structure, or verifying shadcn best practices alignment.
Execute an existing modernization plan for Java or .NET projects. USE FOR: run plan, execute plan, apply changes, modernize plan execute, start migration, run modernization, apply upgrade, implement plan, carry out migration. DO NOT USE FOR: running assessments (use modernize-assess), creating new plans (use modernize-plan-create).
Create a modernization plan based on a user prompt for Java or .NET projects. USE FOR: create plan, make migration plan, plan modernization, plan upgrade, modernize plan create, design migration strategy, plan .NET upgrade, plan Java migration, containerization plan, Azure migration plan. DO NOT USE FOR: running assessments (use modernize-assess), executing existing plans (use modernize-plan-execute).
Configure an MCP server for GitHub Copilot or Claude with your Dataverse environment. USE WHEN: "configure MCP", "set up MCP server", "MCP not working", "connect MCP to Dataverse", "add Dataverse to Copilot", "add Dataverse to Claude", "connect via MCP", "use MCP", "MCP tools not available", "no MCP tools", "MCP not configured". DO NOT USE WHEN: workspace not initialized (use dataverse-init first), installing tools (use dataverse-setup).
Run assessment and generate summary report for Java or .NET projects. USE FOR: assess project, analyze codebase, modernization assessment, identify migration issues, modernize assess, scan for upgrade problems, evaluate .NET project, evaluate Java project, find legacy dependencies, generate assessment report. DO NOT USE FOR: creating modernization plans (use modernize-plan-create), executing plans (use modernize-plan-execute).
Delivers a prioritized morning summary covering today's meetings, overdue tasks, pipeline alerts, and recommended actions from Dataverse. Use when user says "what's on my plate today", "daily briefing", "morning summary", "what do I need to focus on today", "start my day", "daily digest", "today's priorities", or "what's happening today".