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Rank problems and proposed fixes using four scored criteria: expected benefit, implementation cost, deployment ease, and risk. The skill produces a sorted priority table with scoring rationales and explains why the top three items should come first.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Prioritize fixes from audit findings
• Rank improvement actions after a retrospective
• Sequence risk mitigation measures

Use the command line to discover and run tools on MCP servers, which connect agents to external systems. Inspect required inputs, pass JSON arguments, and retrieve results as JSON or raw text for scripts.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Listing available MCP servers and tools
• Searching for tools by name
• Checking tool inputs before calling an external API

Integrate external services by finding supported APIs and SDKs, the libraries used to call them. Use context-matic to check authentication, data definitions, and available methods, then guide implementation and record completed integration milestones.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding an external service’s API to an application
• Setting up an API client or SDK
• Checking authentication and request methods

Write JavaScript and TypeScript tests with Jest using consistent structure, dependency mocking, and checks for asynchronous code. Includes guidance for snapshots and React components, focusing on user interactions, accessibility, and choosing appropriate assertions for expected results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Organize Jest test files and test names
• Replace API or database dependencies with mocks
• Test asynchronous results and errors

Design, implement, or review native Mac interfaces using SwiftUI or AppKit. Organize panes, remove unnecessary containers, and apply restrained Liquid Glass effects while checking resizing, interaction states, and accessibility, including designs supplied through Figma.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing a native Mac app interface
• Reviewing screens with too many cards and borders
• Implementing a Figma design in SwiftUI

Create a Kotlin MCP server, which connects AI agents to external tools, using the official SDK. Generate a Gradle project with tool implementations, input validation, configuration, basic tests, and setup documentation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Start a Kotlin MCP server project
• Expose custom tools to AI agents
• Set up stdio or SSE transport

Turn existing Azure infrastructure into Terraform code using Azure Verified Modules, reusable infrastructure components. Discover resources, document dependencies, derive import addresses from module source, and check plans for unwanted changes to the live environment.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Bring existing Azure resources under Terraform management
• Generate code for a subscription or resource group
• Document resource dependencies and architecture

Plan pricing for APIs, SaaS, and developer tools using customer value and service costs. Compare pricing models, define free tier limits, structure enterprise offers, and assess when and how to raise prices.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare seat, usage, outcome, and hybrid pricing
• Set boundaries between free and paid plans
• Prepare enterprise pricing discussions and options

Turn internal meeting transcripts or notes into concise minutes that emphasize decisions and next steps. Record attendees, decision reasons, assigned actions with deadlines, unresolved issues, and references in a consistent format for team follow-up.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating minutes from a weekly meeting transcript
• Organizing notes from a design review
• Recording action owners and deadlines

Generate an MCP server, a service exposing tools to AI agents, and a Power Platform custom connector for Copilot Studio. Outputs include connector definitions, authentication settings, request handling, individual tools, and deployment configuration.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connect a Copilot Studio agent to an external API
• Create tools for customer search and analysis
• Generate connector files and authentication settings

Add boxes, arrows, labels, and color-coded highlights to screenshots and diagrams using Pillow. Includes automatic label placement, detection of changed image regions, and guidance for timing annotations in animated GIF demonstrations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Highlighting screenshot changes for pull request reviews
• Labeling changes in before-and-after images
• Adding explanations to diagrams and architecture images

Guide the design and review of software that handles personal data using GDPR engineering practices. Covers minimal data collection, access controls, logging, encryption, retention, deletion, and checks for code changes and infrastructure.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing APIs and data models that handle personal data
• Checking logs for sensitive information
• Designing retention and user data deletion processes

Analyze current Git changes to choose a branch for a feature, release, or urgent fix. Create a descriptive name and switch to the new branch using Git Flow, a structured approach to managing development branches.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create a branch for a new feature
• Separate release preparation changes
• Create a branch for an urgent production fix

Investigate failed Power Automate cloud flows through FlowStudio MCP. Inspect each action’s inputs and outputs, trace incorrect data upstream, fix expression or data issues, and replay a previous run to check the repair.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigate why a cloud flow failed
• Find null values or incorrect field paths in expressions
• Inspect HTTP error response details

Compare two versions of a project and turn migration patterns into instructions for GitHub Copilot. Document API replacements, new conventions, obsolete patterns, and validation steps so future code changes follow the same approach.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Documenting framework version upgrades
• Creating rules for replacing a technology
• Preserving conventions after architectural refactoring

Generate database relationship diagrams from Entity Framework Core models, mappings, and migrations. Produce D2 diagram source showing tables, keys, relationships, and constraints, with display options for columns and grouping. The d2 CLI can render SVG or PNG images.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Document an EF Core project's database structure
• Review primary keys and foreign key relationships
• Visualize owned types and many-to-many join tables

Analyze Git changes, group related files for staging, and create commits using Conventional Commits, a structured message format. Infer the change type and scope from the diff, with optional user overrides for the type, scope, and description.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Committing changes with a structured message
• Grouping related files into a logical commit
• Choosing a change type and scope from a diff

Review punctuation in code, comments, and text files using a policy that favors the plain hyphen over em and en dashes, while accounting for exceptions involving existing data and explicitly requested literary or news text.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Replacing em and en dashes in code comments
• Reviewing punctuation in generated code
• Checking how existing dashes in data should be handled

Organize Power Automate flows by business impact and responsible team using FlowStudio’s cached records. Find resources without active owners, audit connections to other services, review compliance metadata, and configure notifications for failures or missing runs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review flows for missing governance information
• Find resources owned by departing employees
• Audit connectors and premium license needs

Create concise commit messages from a code diff, a file list, or a description of changes. The skill selects one emoji that matches the change’s purpose, follows gitmoji conventions, and explains the choice without running Git commands.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a commit message from a code diff
• Choosing an emoji that matches a change
• Matching the style of existing commit messages

Draft professional emails, replies, proposals, and follow-ups using the recipient context and your usual writing patterns. With WorkIQ, it examines sent messages for tone, greetings, structure, and sign-offs, then produces a draft for review and revision.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Draft a project timeline email
• Follow up with a customer about open questions
• Reply with agreement and an additional suggestion

Generate illustrations, icons, game textures, sprites, and mockups from written descriptions using OpenAI or Google Gemini. The skill selects an available provider, saves the resulting image, and reports its location.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Generate icons or illustrations from descriptions
• Create game textures and sprites
• Make mockups to explore visual ideas

Build and update Power Automate cloud flows through FlowStudio MCP, a connection that lets an agent use external tools. The skill guides workflow definitions, service connections, deployment, verification, and testing without opening the Power Automate portal.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build a recurring flow that sends SharePoint updates to Teams
• Add or change actions in an existing flow
• Build a flow triggered by an HTTP request

Plan a new product launch around finding early customers, guiding their first use, and running short experiments. The skill also helps diagnose stalled adoption, document repeatable outreach methods, and assess whether customer demand supports further expansion.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding the first customers for a new product
• Diagnosing weak adoption after launch
• Planning two-week experiments